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Also show archived
Neuroevolution: Harnessing Creativity in AI Model Design
Sebastian Risi, David Ha, Yujin Tang, Risto Miikkulainen
To Appear In , Cambridge, MA, 2025. MIT Press.
2025
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2024
Machine learning predictions of recovery in bilingual post-stroke aphasia: Aligning insights with clinical evidence
Manuel Marte, Erin Carpenter, Michael Scimeca, Marissa Russell-Meill, Claudia Peñaloza, Uli Grasema...
To Appear In
Stroke
, 2024.
2024
Asynchronous Evolution of Deep Neural Network Architectures
Jason Liang, Hormoz Shahrzad, Risto Miikkulainen
Applied Soft Computing
, 152:111209, 2024. Also arXiv:2308:04102.
2024
Discovering Effective Policies for Land-Use Planning with Neuroevolution
Risto Miikkulainen, Olivier Francon, Daniel Young, Elliot Meyerson, Clemens Schwingshackl, Jacob Bi...
arXiv:2311.12304
, 2024. (A shorter version appeared in the Proceedings of the NeurIPS 2023 ...
2024
Domain-Independent Lifelong Problem Solving through Distributed Alife Actors
Babak Hodjat, Hormoz Shahrzad, and Risto Miikkulainen
Artificial Life
, 30:359-276, 2024.
2024
EVOTER: Evolution of Transparent Explainable Rule-sets
Hormoz Shahrzad, Babak Hodjat, and Risto Miikkulainen
ACM Transactions on Evolutionary Learning and Optimization
, 2024.
2024
From Sensory Input to Cognitive Maps: Exploring the Significance of Spatial Representations in Artificial Hippocampal Models
Margaret Cordelia von Ebers
Masters Thesis, Department of Computer Science, The University of Texas at Austin, Austin, TX, 202...
2024
Generative AI: An AI Paradigm Shift in the Making?
Risto Miikkulainen
AI Magazine
:1-3, February 2024. https://doi.org/10.1002/aaai.12155.
2024
GPU-Accelerated Rule Evaluation and Evolution
Hormoz Shahrzad and Risto Miikkulainen
arXiv:2406.01821
, 2024.
2024
NeuroComb: Improving SAT Solving with Graph Neural Networks
Wenxi Wang, Yang Hu, Mohit Tiwari, Sarfraz Khurshid, Kenneth McMillan, Risto Miikkulainen
In
Proceedings of the International Conference on Learning Representations
, 2024. (also arX...
2024
Neuroevolution Insights Into Biological Neural Computation
Risto Miikkulainen
To Appear In
Science
, 2024.
2024
Neuroevolution Tutorial
Risto Miikkulainen et al.
2024.
2024
Optimizing the Design of an Artificial Pancreas to Improve Diabetes Management
Ashok Khanna, Olivier Francon, and Risto Miikkulainen
arXiv:2402.07949
, 2024.
2024
Pandemic Resilience: Case studies of an AI-calibrated ensemble of models to inform decision making
GPAI
Technical Report, Global Partnership on Artificial Intelligence, November 2024.
2024
Semantic Density: Uncertainty Quantification in Semantic Space for Large Language Models
Xin Qiu, Risto Miikkulainen
In
Proceedings of the 38th Conference on Neural Information Processing Systems
, 2024. (also...
2024
Unlocking the Potential of Global Human Expertise
Elliot Meyerson, Olivier Francon, Darren Sargent, Babak Hodjat, and Risto Miikkulainen
In
Proceedings of the 38th Conference on Neural Information Processing Systems (NeurIPS 2024)
...
2024
Using context to adapt to sensor drift
Jamieson Warner, Ashwin Devaraj, and Risto Miikkulainen
In
Proceedings of the International Conference on Development and Learning (ICDL 2024)
, 202...
2024
Accelerating Evolution Through Gene Masking and Distributed Search
Hormoz Shahrzad and Risto Miikkulainen
To Appear In
Proceedings of the Genetic and Evolutionary Computation Conference
, 972-980, 2...
2023
Accelerating Evolution Through Gene Masking and Distributed Search
Hormoz Shahrzad
Masters Thesis, Department of Computer Science, The University of Texas at Austin, Austin, TX, 202...
2023
AutoInit: Analytic Signal-Preserving Weight Initialization for Neural Networks
Garrett Bingham and Risto Miikkulainen
In
Proceedings of the 37th AAAI Conference on Artificial Intelligence
, 2023. (also arXiv:20...
2023
Efficient Activation Function Optimization through Surrogate Modeling
Garrett Bingham and Risto Miikkulainen
In
Proceedings of the 23rd Conference on Neural Information Processing Systems (NeurIPS 2023)
...
2023
Evolutionary Supervised Machine Learning
Risto Miikkulainen
In W. Banzhaf, P. Machado, and M. Zhang, editors,
Handbook of Evolutionary Machine Learning
, ...
2023
Evolving Deep Neural Networks
Risto Miikkulainen, Jason Liang, Elliot Meyerson, Aditya Rawal, Dan Fink, Olivier Francon, Bala Raju...
To Appear In R. Kozma, C. Alippi, Y. Choe, and F. Morabito, editors,
Artificial Intelligence in t...
2023
Evolving GAN Formulations for Higher Quality Image Synthesis
Santiago Gonzalez, Mohak Kant, and Risto Miikkulainen
To Appear In R. Kozma, C. Alippi, Y. Choe, and F. C. Morabito, editors,
Artificial Intelligence i...
2023
Evolving Strategies for Competitive Multi-Agent Search
Erkin Bahceci, Riitta Katila, and Risto Miikkulainen
arXiv:2306.10640
, 2023.
2023
Modeling Bilingualism as a Dynamic Phenomenon in Healthy and Neurologically Affected Speakers Across the Lifespan (Commentary)
Claudia Penaloza, Uli Grasemann, Risto Miikkulainen, Swathi Kiran
Language Learning
, ., 2023. https://doi.org/10.1111/lang.12566.
2023
Optimizing Neural Networks through Activation Function Discovery and Automatic Weight Initialization
Garrett Bingham
PhD Thesis, Department of Computer Science, The University of Texas at Austin, May 2023.
2023
Pandemic Resilience: Developing an AI-calibrated Ensemble of Models to Inform Decision Making
GPAI
Technical Report, Global Partnership on Artificial Intelligence, December 2023.
2023
Shortest Edit Path Crossover: A Theory-driven Solution to the Permutation Problem in Evolutionary Neural Architecture Search
Xin Qiu and Risto Miikkulainen
In
Proceedings of the International Conference on Machine Learning (ICML-2023)
( ), 2023. Al...
2023
What AI Can Do for Neuroscience: Understanding How the Brain Represents Word Meanings
Nora Aguirre-Celis and Risto Miikkulainen
In Manuel Cebral-Loureda, Elvira G. Rincon-Flores, and Gildardo Sanchez-Ante, editors,
What AI Ca...
2023
Adapting to Unseen Driving Conditions Using Context-Aware Neural Networks
Suhaib Abdulquddos
Masters Thesis, Department of Computer Science, The University of Texas at Austin, Austin, Texas, De...
2022
Biological Underpinnings of Lifelong Learning Machines
D. Kudithipudi, M. Aguilar-Simon, J. Babb, M. Bazhenov, D. Blackiston, J. Bongard, A. P. Brna, S. C....
Nature Machine Intelligence
, 4, 2022.
2022
Constructing Individualized Computational Models for Dementia Patients
Peggy Fidelman, Uli Grasemann, Claudia Penaloza, Michael Scimeca, Yakeel T. Quiroz, Swathi Kiran, Ri...
In
Proceedings of the 44th Annual Meeting of the Cognitive Science Society
, 2022.
2022
Detecting Misclassification Errors in Neural Networks with a Gaussian Process Model
Xin Qiu and Risto Miikkulainen
In
Proceedings of the 36th AAAI Conference on Artificial Intelligence (AAAI-2022)
, 2022. (A...
2022
DIAS: A Domain-Independent Alife-Based Problem-Solving System
Babak Hodjat, Hormoz Shahrzad, Risto Miikkulainen
In
Proceedings of the 2022 Conference on Artificial Life
, 2022.
2022
Discovering Parametric Activation Functions
Garrett Bingham and Risto Miikkulainen
Neural Networks
, 148:48-65, 2022.
2022
Effective Mutation Rate Adaptation through Group Elite Selection
Akarsh Kumar, Bo Liu, Risto Miikkulainen, and Peter Stone
In
Proceedings of the Genetic and Evolutionary Computation Conference
, 2022. (also arXiv:22...
2022
How the Brain Dynamically Constructs Sentence-Level Meanings From Word-Level Features
Nora Aguirre-Celis and Risto Miikkulainen
In
Frontiers in Artificial Intelligence
, 2022.
2022
Neuroevolution
Risto Miikkulainen
In Dinh Phung, Claude Sammut and Geoffrey I. Webb, editors,
Encyclopedia of Machine Learning and ...
2022
Simple Genetic Operators are Universal Approximators of Probability Distributions (and other Advantages of Expressive Encodings)
Elliot Meyerson, Xin Qiu, and Risto Miikkulainen
In
Proceedings of the Genetic and Evolutionary Computation Conference
, 739--748, 2022.
2022
A Biological Perspective on Evolutionary Computation
Risto Miikkulainen and Stephanie Forrest
Nature Machine Intelligence
, 3:9-15, 2021.
2021
Creative AI through Evolutionary Computation: Principles and Examples
Risto Miikkulainen
SN Computer Science
, 2:163, 2021.
2021
Effective Regularization Through Loss-Function Metalearning
Santiago Gonzalez and Risto Miikkulainen
In
arXiv:2010.00788
, 2021.
2021
Evaluating Medical Aesthetics Treatments through Evolved Age-Estimation Models
Risto Miikkulainen, Elliot Meyerson, Xin Qiu, Ujjayant Sinha, Raghav Kumar, Karen Hofmann, Yiyang Ma...
In
Proceedings of the Genetic and Evolutionary Computation Conference
, 1009–1017, 2021.
2021
From Prediction to Prescription: Evolutionary Optimization of Non-Pharmaceutical Interventions in the COVID-19 Pandemic
Risto Miikkulainen, Olivier Francon, Elliot Meyerson, Xin Qiu, Darren Sargent, Elisa Canzani, Babak ...
To Appear In
IEEE Transactions on Evolutionary Computation
, 25:386-401, 2021.
2021
From Words to Sentences and Back: Characterizing Context-dependent Meaning Representations in the Brain
Nora Aguirre-Celis a.k.a. Nora E. Aguirre Sampayo
PhD Thesis, Instituto Tecnologico y de Estudios Superiores de Monterrey, Monterrey, Mexico, December...
2021
Generalization of Agent Behavior through Explicit Representation of Context
Cem Tutum, Suhaib Abdulquddos, Risto Miikkulainen
In
Proceedings of the 3rd IEEE Conference on Games
( ), 2021.
2021
Improving Neural Network Learning Through Dual Variable Learning Rates
Elizabeth Liner, Risto Miikkulainen
In
Proceedings of the International Joint Conference on Neural Networks
, 2021.
2021
Neuroevolution: A Synergy of Evolution and Learning
Risto Miikkulainen
, 2021. Plenary presentation at the Congress for Evolutionary Computation (CEC'21).
2021
Optimizing Loss Functions Through Multivariate Taylor Polynomial Parameterization
Santiago Gonzalez and Risto Miikkulainen
In
Proceedings of the Genetic and Evolutionary Computation Conference
, 305-313, 2021.
2021
Predicting language treatment response in bilingual aphasia using neural network-based patient models
Uli Grasemann, Claudia Peñaloza, Maria Dekhtyar, Risto Miikkulainen, and Swathi Kiran
Scientific Reports
, 11(10497):1-11, 2021.
2021
Regularized Evolutionary Population-Based Training
Jason Liang, Santiago Gonzalez, Hormoz Shahrzad, and Risto Miikkulainen
In
Proceedings of the Genetic and Evolutionary Computation Conference
, 323-331, 2021.
2021
The Traveling Observer Model: Multi-task Learning Through Spatial Variable Embeddings
Elliot Meyerson and Risto Miikkulainen
To Appear In
International Conference on Learning Representations
, 2021.
2021
Understanding the Semantic Space: How Word Meanings Dynamically Adapt in the Context of a Sentence
Nora Aguirre-Celis and Risto Miikkulainen
In
Proceedings of the Workshop on Semantic Spaces at the Intersection of NLP, Physics, and Cognit...
2021
A Comparison of the Taguchi Method and Evolutionary Optimization in Multivariate Testing
Jingbo Jiang, Diego Legrand, Robert Severn, and Risto Miikkulainen
In
Proceedings of the 2020 IEEE Congress on Evolutionary Computation
, 2020.
2020
Adapting to Unseen Environments through Explicit Representation of Context
Cem C Tutum, Risto Miikkulainen
In
Proceedings of the 2020 Conference on Artificial Life (ALIFE 2020)
, 581--588, Montreal, Ca...
2020
Ascend by Evolv: AI-Based Massively Multivariate Conversion Rate Optimization
Risto Miikkulainen, Myles Brundage, Jonathan Epstein, Tyler Foster, Babak Hodjat, Neil Iscoe, Jingbo...
AI Magazine
, 41:44-60, 2020.
2020
Characterizing Dynamic Word Meaning Representations in the Brain
Nora Aguirre-Celis and Risto Miikkulainen
In
Proceedings of the 6th Workshop on Cognitive Aspects of the Lexicon (CogALex-VI)
, Barcelon...
2020
Characterizing the Effect of Sentence Context on Word Meanings: Mapping Brain to Behavior
Nora Aguirre-Celis and Risto Miikkulainen
arXiv:2007.13840
, July 2020.
2020
Creative AI Through Evolutionary Computation
Risto Miikkulainen
To Appear In Banzhaf et al., editors,
Evolution in Action: Past, Present and Future
, New York...
2020
Effective Reinforcement Learning through Evolutionary Surrogate-Assisted Prescription
Olivier Francon, Santiago Gonzalez, Babak Hodjat, Elliot Meyerson, Risto Miikkulainen, Xin Qiu, Horm...
In
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2020)
, 2020.
2020
Enhanced Optimization with Composite Objectives and Novelty Pulsation
Hormoz Shahrzad, Babak Hodjat, Camille Dolle, Andrei Denissov, Simon Lau, Donn Goodhew, Justin Dyer,...
To Appear In
Genetic Programming Theory and Practice XVII
, 2020. Springer, New York.
2020
Evolution of Complex Coordinated Behavior
Padmini Rajagopalan, Kay E. Holekamp and Risto Miikkulainen
In
2020 IEEE Congress on Evolutionary Computation (CEC)
, July 2020.
2020
Evolutionary Optimization of Deep Learning Activation Functions
Garrett Bingham, William Macke, and Risto Miikkulainen
In
Genetic and Evolutionary Computation Conference (GECCO '20)
, 289-296, Cancun, Mexico, 20...
2020
From Nodes to Networks: Evolving Recurrent Neural Networks
Aditya Rawal, Risto Miikkulainen
In H. Iba and N. Noman, editors,
Deep Neural Evolution: Deep Learning with Evolutionary Computati...
2020
Improved Training Speed, Accuracy, and Data Utilization Through Loss Function Optimization
Santiago Gonzalez and Risto Miikkulainen
In
Proceedings of the 2020 IEEE Congress on Evolutionary Computation (CEC)
, 1-8, July 2020.
2020
Improving Deep Learning Through Loss-Function Evolution
Santiago Gonzalez
PhD Thesis, Department of Computer Science, The University of Texas at Austin, 2020.
2020
MDEA: Malware Detection with Evolutionary Adversarial Learning
Xiruo Wang, Risto Miikkulainen
In
Proceedings of the 2020 IEEE Congress on Evolutionary Computation
, 2020.
2020
Quantifying Point-Prediction Uncertainty in Neural Networks via Residual Estimation with an I/O Kernel
Xin Qiu, Elliot Meyerson, Risto Miikkulainen
In
International Conference on Learning Representations
, 2020.
2020
The Traveling Observer Model: Multi-task Learning Through Spatial Variable Embeddings
Elliot Meyerson and Risto Miikkulainen
arxiv:2010.02354
, October 2020.
2020
Designing Neural Networks through Evolutionary Algorithms
Kenneth O. Stanley, Jeff Clune, Joel Lehman, and Risto Miikkulainen
Nature Machine Intelligence
, 1:24–35, 2019.
2019
Better Future through AI: Avoiding Pitfalls and Guiding AI Towards its Full Potential
Risto Miikkulainen, Bret Greenstein, Babak Hodjat, Jerry Smith
arxiv:1905.13178
, 2019.
2019
BiLex: A computational approach to the effects of age of acquisition and language exposure on bilingual lexical access
Claudia Peñaloza, Uli Grasemann, Maria Dekhtyar, Risto Miikkulainen, and Swathi Kiran
Brain and Language
, 195(104643), 2019.
2019
Data Augmentation for Deep Transfer Learning
Cameron R. Wolfe and Keld T. Lundgaard
, December 2019.
2019
Discretization of Game Space by Environment Attributes
Alexander Braylan and Risto Miikkulainen
To Appear In
The 2nd Knowledge Extraction from Games Workshop
, 2019. AAAI.
2019
Enhancing Evolutionary Conversion Rate Optimization via Multi-armed Bandit Algorithms
Xin Qiu and Risto Miikkulainen
In
Proceedings of the 31st Conference on Innovative Applications of Artificial Intelligence
, ...
2019
Evolutionary Neural AutoML for Deep Learning
Jason Liang, Elliot Meyerson, Babak Hodjat, Dan Fink, Karl Mutch, and Risto Miikkulainen
In
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2019)
, 401–409...
2019
Evolutionary Optimization of Neural-Network Models of Human Behavior
Uli Grasemann, Risto Miikkulainen, Claudia Peñaloza, Maria Dekhtyar, and Swathi Kiran
In
Proceedings of the International Conference on Cognitive Modeling
, 2019.
2019
Evolving Deep Neural Networks
Risto Miikkulainen, Jason Liang, Elliot Meyerson, Aditya Rawal, Dan Fink, Olivier Francon, Bala Raju...
In Robert Kozma, Cesare Alippi, Yoonsuck Choe, and Francesco Carlo Morabito, editors,
Artificial ...
2019
Factors that Affect the Evolution of Complex Cooperative Behavior
Padmini Rajagopalan, Kay E. Holekamp and Risto Miikkulainen
In
The 2019 Conference on Artificial Life (ALIFE 2019)
, 333--340, July 2019.
2019
Faster Training by Selecting Samples Using Embeddings
Santiago Gonzalez, Joshua Landgraf, and Risto Miikkulainen
In
Proceedings of the 2019 International Joint Conference on Neural Networks
, 1-7, Budapest, ...
2019
Flavor-cyber-agriculture: Optimization of plant metabolites in an open-source control environment through surrogate modeling
Arielle J. Johnson, Elliot Meyerson, John de la Parra, Timothy L. Savas, Risto Miikkulainen, Caleb B...
bioRxiv:424226
, , 2019.
2019
Functional Generative Design of Mechanisms with Recurrent Neural Networks and Novelty Search
Cameron R. Wolfe, Cem C. Tutum and Risto Miikkulainen
To Appear In
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2019)
,...
2019
Implementing evolutionary optimization to model resting state functional connectivity
Kaitlin Maile, Risto Miikkulainen, and Manish Saggar
In
Society for Neuroscience Abstracts
, 2019. Society for Neuroscience.
2019
MDEA: Malware Detection with Evolutionary Adversarial Learning
Xiruo Wang
Masters Thesis, Department of Computer Science, The University of Texas at Austin, 2019.
2019
Modular Universal Reparameterization: Deep Multi-task Learning Across Diverse Domains
Elliot Meyerson and Risto Miikkulainen
In
33rd Conference on Neural Information Processing Systems (NeurIPS 2019)
, 2019.
2019
Object-model transfer in the general video game domain
Alexander Braylan
Masters Thesis, Department of Computer Sciences, The University of Texas at Austin, Austin, Texas, 2...
2019
Quantifying the Conceptual Combination Effect on Word Meanings
Nora Aguirre-Celis and Risto Miikkulainen
In
Proceedings of the 41th Annual Meeting of the Cognitive Science Society
, Montreal, CA, Ju...
2019
Tradeoffs in Neuroevolutionary Learning-Based Real-Time Robotic Task Design in the Imprecise Computation Framework
Pei-Chi Huang, Luis Sentis, Joel Lehman, Chien-Liang Fok, Aloysius K. Mok, Risto Miikkulainen
ACM Transactions on Cyber-Physical Systems
, 3, 2019. DOI 0.1145/3178903.
2019
A Neuroevolutionary Approach to Adaptive Multi-agent Teams
Bobby D. Bryant and Risto Miikkulainen
In H. A. Abbass and J. Scholz and D. J. Reid, editors,
Foundations of Trusted Autonomy
, 87-11...
2018
Beyond Shared Hierarchies: Deep Multitask Learning through Soft Layer Ordering
Elliot Meyerson and Risto Miikkulainen
In
Proceedings of the Sixth International Conference on Learning Representations (ICLR)
, Vanc...
2018
Combining fMRI Data and Neural Networks to Quantify Contextual Effects in the Brain
Nora Aguirre-Celis and Risto Miikkulainen
In Shouyi Wang, Vicky Yamamoto, Jianzhong Su, Yang Yang, Eric Jones, Leon Iasemidis, Tom Mitchell, e...
2018
Discovering Gated Recurrent Neural Network Architectures
Aditya Rawal
PhD Thesis, Department of Computer Science, The University of Texas at Austin, Austin, TX 78712, 201...
2018
Discovering Multi-Purpose Modules through Deep Multitask Learning
Elliot Meyerson
PhD Thesis, Department of Computer Science, The University of Texas at Austin, 2018.
2018
Dynamic Adaptation and Opponent Exploitation in Computer Poker
Xun Li and Risto Miikkulainen
In
AAAI-18 Workshop for Imperfect Information Games
, New Orleans, LA, USA, 2018.
2018
Enhanced Optimization with Composite Objectives and Novelty Selection
Hormoz Shahrzad, Daniel Fink and Risto Miikkulainen
In
Proceedings of the 2018 Conference on Artificial Life
, Tokyo, Japan, 2018.
2018
Evolutionary Architecture Search For Deep Multitask Networks
Jason Liang, Elliot Meyerson, and Risto Miikkulainen
In
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO)
, 466–473, Kyo...
2018
Evolutionary Neural Architecture Search for Deep Learning
Jason Zhi Liang
PhD Thesis, The University of Texas at Austin, 2317 Speedway, Austin, TX 78712, December 2018.
2018
Functional Generative Design: An Evolutionary Approach to 3D-Printing
Cem C. Tutum, Supawit Chockchowwat, Etienne Vouga and Risto Miikkulainen
To Appear In
Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2018)
, 8, ...
2018
Hierarchical Policy Design for Sample-Efficient Learning of Robot Table Tennis Through Self-Play
Reza Mahjourian
PhD Thesis, University of Texas at Austin, 2018.
2018
Learning Useful Features For Poker
Arjun Nagineni
Technical Report, Department of Computer Sciences, The University of Texas at Austin, Austin, TX, 20...
2018
Opponent Modeling and Exploitation in Poker Using Evolved Recurrent Neural Networks
Xun Li
PhD Thesis, Department of Computer Sciences, The University of Texas at Austin., Austin, TX, 2018.
2018
Opponent Modeling and Exploitation in Poker Using Evolved Recurrent Neural Networks
Xun Li and Risto Miikkulainen
In
Proceedings of The Genetic and Evolutionary Computation Conference (GECCO 2018)
, Kyoto, Ja...
2018
PRETSL: Distributed Probabilistic Rule Evolution for Time-Series Classification
Babak Hodjat, Hormoz Shahrzad, Risto Miikkulainen, Lawrence Murray, and Chris Holmes
In
Genetic Programming Theory and Practice XIV
, New York, 2018. Springer.
2018
Pseudo-task Augmentation: From Deep Multitask Learning to Intratask Sharing---and Back
Elliot Meyerson, Risto Miikkulainen
In
Proceedings of the 35th International Conference on Machine Learning
, 739-748, 2018.
2018
Sentient Ascend: AI-Based Massively Multivariate Conversion Rate Optimization
R. Miikkulainen, N. Iscoe, A. Shagrin, R. Rapp, S. Nazari, P. McGrath, C. Schoolland, E. Achkar, M. ...
In
Proceedings of the Thirtieth Innovative Applications of Artificial Intelligence Conference
...
2018
A Probabilistic Re-Formulation of No Free Lunch: Continuous Lunches Are Not Free
Alan J. Lockett and Risto Miikkulainen
Evolutionary Computation
, 25:503--528, 2017.
2017
Conversion Rate Optimization through Evolutionary Computation
Risto Miikkulainen, Neil Iscoe, Aaron Shagrin, Ron Cordell, Sam Nazari, Cory Schoolland, Myles Brund...
In
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2017, Berlin, German...
2017
Discovering Evolutionary Stepping Stones through Behavior Domination
Elliot Meyerson and Risto Miikkulainen
To Appear In
Proceedings of The Genetic and Evolutionary Computation Conference (GECCO 2017)
,...
2017
Efficient Sampling for Design Optimization of an SLS Product
Nancy Xu, Cem C. Tutum
In
Proceedings of the 28th Annual International Solid Freeform Fabrication Symposium
, 12, Aus...
2017
Evolutionary Decomposition for 3D Printing
Eric A. Yu, Jin Yeom, Cem C. Tutum, Etienne Vouga, Risto Miikkulainen
To Appear In
Proceedings of The Genetic and Evolutionary Computation Conference (GECCO 2017) (Bes...
2017
Evolving Adaptive Poker Players for Effective Opponent Exploitation
Xun Li and Risto Miikkulainen
In
AAAI-17 Workshop on Computer Poker and Imperfect Information Games
, San Francisco, CA, USA...
2017
From Words to Sentences & Back: Characterizing Context-dependent Meaning Representations in the Brain
Nora Aguirre-Celis, Manuel Valenzuela, and Risto Miikkulainen
In
Proceedings of the 39th Annual Meeting of the Cognitive Science Society
, London, UK, July...
2017
How to Select a Winner in Evolutionary Optimization?
Risto Miikkulainen, Hormoz Shahrzad, Nigel Duffy, and Phil Long
In
Proceedings of the IEEE Symposium Series in Computational Intelligence
, 2017. IEEE.
2017
Constructing Game Agents Through Simulated Evolution
Jacob Schrum and Risto Miikkulainen
In Newton Lee, editors,
Encyclopedia of Computer Graphics and Games
, 1--10, 2016. Springer.
2016
Discovering Multimodal Behavior in Ms. Pac-Man through Evolution of Modular Neural Networks
Jacob Schrum and Risto Miikkulainen
IEEE Transactions on Computational Intelligence and AI in Games
, 8(1):67--81, March 2016.
2016
Distributed Age-Layered Novelty Search
Babak Hodjat, Hormoz Shahrzad, and Risto Miikkulainen
To Appear In
Proceedings of the Fifteenth International Conference on the Synthesis and Simulatio...
2016
Estimating the Advantage of Age-Layering in Evolutionary Algorithms
Hormoz Shahrzad, Babak Hodjat, and Risto Miikkulainen
To Appear In
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2016, Denv...
2016
Evolving Artificial Language Through Evolutionary Reinforcement Learning
Xun Li and Risto Miikkulainen
In
Proceedings of the Fifteenth International Conference on the Synthesis and Simulation of Livin...
2016
Evolving Deep LSTM-based Memory networks using an Information Maximization Objective
Aditya Rawal and Risto Miikkulainen
To Appear In
Genetic and Evolutionary Computation Conference (GECCO 2016), Colorado, USA
, 201...
2016
Learning Behavior Characterizations for Novelty Search
Elliot Meyerson, Joel Lehman and Risto Miikkulainen
To Appear In
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2016)
,...
2016
Machines Are Becoming More Creative Than Humans
Risto Miikkulainen
VentureBeat
, 2016/04/03, 2016.
2016
MARLEDA: Effective Distribution Estimation through Markov Random Fields
Matthew Alden and Risto Miikkulainen
Theoretical Computer Science
, 633:4-18, 2016.
2016
nPool: Massively Distributed Simultaneous Evolution and Cross-Validation in EC-Star
Babak Hodjat, Hormoz Shahrzad
In
Genetic Programming Theory and Practice XIII
, 2016. Springer, Cham.
2016
Object-Model Transfer in the General Video Game Domain
Alexander Braylan, Risto Miikkulainen
To Appear In
Proceedings of the Twelfth AAAI Conference on Artificial Intelligence and Interactiv...
2016
Reuse of Neural Modules for General Video Game Playing
Alexander Braylan, Mark Hollenbeck, Elliot Meyerson and Risto Miikkulainen
To Appear In
Proceedings of the 30th AAAI Conference on Artificial Intelligence (AAAI-16)
, 20...
2016
Solving Multiple Isolated, Interleaved, and Blended Tasks through Modular Neuroevolution
Jacob Schrum and Risto Miikkulainen
Evolutionary Computation
, 24(3):459--490, September 2016. MIT Press.
2016
Surrogate-based Evolutionary Optimization for Friction Stir Welding
Cem C Tutum, Shaayaan Sayed and Risto Miikkulainen
In
Proceedings of IEEE World Congress on Computational Intelligence (WCCI 2016)
, 8 pages, Van...
2016
The Evolution of Coordinated Cooperative Behaviors
Padmini Rajagopalan
PhD Thesis, Department of Computer Science, University of Texas at Austin, Austin, TX, August 2016.
2016
The Evolution of Language Groups among Cooperating Digital Predators
Patrick Haley
Technical Report HR-16-06, Department of Computer Science, The University of Texas at Austin, 2016.
2016
Extinction Events Can Accelerate Evolution
Joel Lehman and Risto Miikkulainen
PLoS ONE
, 10(8):e0132886 https://doi.org/10.13, 2015.
2015
Enhancing Divergent Search through Extinction Events
Joel Lehman and Risto Miikkulainen
To Appear In
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2015)
,...
2015
Evaluating team behaviors constructed with human-guided machine learning
Igor V. Karpov, Leif M. Johnson and Risto Miikkulainen
To Appear In
Proceedings of the IEEE Conference on Computational Intelligence in Games
, Augus...
2015
Evolutionary Bilevel Optimization for Complex Control Problems and Blackbox Function Optimization
Jason Zhi Liang
Masters Thesis, Department of Computer Sciences, The University of Texas at Austin, Austin, Texas, 2...
2015
Evolutionary Bilevel Optimization for Complex Control Tasks
Jason Zhi Liang, Risto Miikkulainen
In
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2015)
, 871–878...
2015
Evolving Scout Agents for Military Simulations
Brian D. Boyles
Masters Thesis, Department of Computer Sciences, The University of Texas at Austin, Austin, TX, 201...
2015
Evolving Strategies for Social Innovation Games
Erkin Bahceci, Riitta Katila and Risto Miikkulainen
In
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2015)
, Madrid, S...
2015
Frame Skip Is a Powerful Parameter for Learning to Play Atari
Alexander Braylan, Mark Hollenbeck, Elliot Meyerson and Risto Miikkulainen
In
AAAI-15 Workshop on Learning for General Competency in Video Games
, 2015.
2015
General Video Game Playing as a Benchmark for Human-Competitive AI
Joel Lehman and Risto Miikkulainen
In
AAAI-15 Workshop on Beyond the Turing Test
, 2015.
2015
Mean-field thalamocortical modeling of longitudinal EEG acquired during intensive meditation training
Manish Saggar, Anthony P. Zanesco, Brandon G. King, David A. Bridwell, Katherine A. MacLean, Stephen...
NeuroImage
, 114:88-104, 2015. Elsevier.
2015
Neuroevolution
Risto Miikkulainen
In Sammut, C. and Webb, G. I., editors,
Encyclopedia of Machine Learning, 2nd Edition
, Berlin...
2015
On the Cross-Domain Reusability of Neural Modules for General Video Game Playing
Alexander Braylan, Mark Hollenbeck, Elliot Meyerson and Risto Miikkulainen
In
IJCAI'15 Workshop on General Intelligence in Game-Playing Agents
, 7--14, 2015.
2015
Sensorimotor Embedding: A Developmental Approach to Learning Geometry
Jeremy Stober
PhD Thesis, Department of Computer Sciences, The University of Texas at Austin, Austin, TX, May 2015...
2015
Solving Interleaved and Blended Sequential Decision-Making Problems through Modular Neuroevolution
Jacob Schrum and Risto Miikkulainen
In
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2015)
, 345--352,...
2015
Tackling the Boolean Multiplexer Function Using a Highly Distributed Genetic Programming System
Hormoz Shahrzad, Babak Hodjat
In Riolo, R., Worzel, W., Kotanchek, M., editors,
Genetic Programming Theory and Practice XII
...
2015
Adapting Morphology to Multiple Tasks in Evolved Virtual Creatures
Dan Lessin, Don Fussell, Risto Miikkulainen
To Appear In
Proceedings of The Fourteenth International Conference on the Synthesis and Simulati...
2014
An Anarchy of Methods: Current Trends in How AI is Abstracted in AI
Joel Lehman, Jeff Clune and Sebastian Risi
Intelligent Systems magazine
, 29(6):56-62, 2014.
2014
Competitive Multi-Agent Search
Erkin Bahceci
PhD Thesis, Department of Computer Science, The University of Texas at Austin, Austin, TX 78712, Dec...
2014
Evolution of Communication in Mate Selection
Aditya Rawal, Janette Boughman and Risto Miikkulainen
To Appear In
Proceedings of The Fourteenth International Conference on the Synthesis and Simulati...
2014
Evolutionary Annealing: Global Optimization in Arbitrary Measure Spaces
Alan J Lockett and Risto Miikkulainen
Journal of Global Optimization
, 58:75-108, 2014.
2014
Evolved Virtual Creatures as Content: Increasing Behavioral and Morphological Complexity
Dan Lessin
PhD Thesis, Computer Science Department, The University of Texas at Austin, Austin, Texas, December ...
2014
Evolving Multimodal Behavior Through Modular Multiobjective Neuroevolution
Jacob Schrum
PhD Thesis, The University of Texas at Austin, Austin, TX 78712, May 2014. Tech Report TR-14-07.
2014
Evolving Multimodal Behavior Through Subtask and Switch Neural Networks
Xun Li and Risto Miikkulainen
In
Proceedings of The Fourteenth International Conference on the Synthesis and Simulation of Livi...
2014
Evolving Multimodal Behavior With Modular Neural Networks in Ms. Pac-Man
Jacob Schrum and Risto Miikkulainen
In
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2014)
, 325--332,...
2014
General Intelligence through Prolonged Evolution of Densely Connected Neural Networks
Padmini Rajagopalan, Aditya Rawal, Kay E. Holekamp and Risto Miikkulainen
In
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2014)
, Vancouver...
2014
GRADE: Machine Learning Support for Graduate Admissions
Austin Waters, Risto Miikkulainen
AI Magazine
, 35:64-75, 2014.
2014
Grasping Novel Objects with a Dexterous Robotic Hand through Neuroevolution
Pei-Chi Huang, Joel Lehman, Aloysius K. Mok, Risto Miikkulainen, Luis Sentis
In
IEEE Symposium Series on Computational Intelligence
, 2014. IEEE.
2014
Infinite-Word Topic Models for Digital Media
Austin Waters
PhD Thesis, Department of Computer Science, The University of Texas at Austin, 2014.
2014
Learning Decision Lists with Lags for Physiological Time Series
Erik Hemberg, Kalyan Veeramachaneni, Prashan Wanigasekara, Hormoz Shahrzad, Babak Hodjat, Una-May O'...
In
Workshop on Data Mining for Medicine and Healthcare at the 14th SIAM International Conference ...
2014
Maintenance of a Long Running Distributed Genetic Programming System for Solving Problems Requiring Big Data
Babak Hodjat, Erik Hemberg, Hormoz Shahrzad, Una-May O’Reilly
In Riolo, R., Moore, J., Kotanchek, M., editors,
Genetic Programming Theory and Practice XI
, ...
2014
Overcoming Deception in Evolution of Cognitive Behaviors
Joel Lehman and Risto Miikkulainen
To Appear In
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2014)
,...
2014
The Evolution of General Intelligence
Padmini Rajagopalan, Kay E. Holekamp and Risto Miikkulainen
In
Proceedings of The Fourteenth International Conference on the Synthesis and Simulation of Livi...
2014
Trading Control Intelligence for Physical Intelligence: Muscle Drives in Evolved Virtual Creatures
Dan Lessin, Don Fussell, Risto Miikkulainen
To Appear In
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO) 2014
,...
2014
A Computational Account of Bilingual Aphasia Rehabilitation
Swathi Kiran, Uli Grasemann, Chaleece Sandberg, and Risto Miikkulainen
Bilingualism: Language and Cognition
, 16:325-342, 2013.
2013
A Measure-Theoretic Analysis of Stochastic Optimization
Alan J. Lockett and Risto Miikkulainen
In
Proceedings of the 12th International Workshop on Foundations of Genetic Algorithms (FOGA-2013...
2013
A Neuroevolution Approach to General Atari Game Playing
Matthew Hausknecht and Joel Lehman and Risto Miikkulainen and Peter Stone
IEEE Transactions on Computational Intelligence and AI in Games
, 2013.
2013
Architecture of a Cyberphysical Avatar
Song Han, Aloysius K. Mok, Jianyong Meng, Yi-Hung Wei, Pei-Chi Huang, Quan Leng, Xiuming Zhu, Luis S...
In
Proceedings of the ACM/IEEE Fourth International Conference on Cyber-Physical Systems (ICCPS-2...
2013
Boosting Interactive Evolution using Human Computation Markets
Joel Lehman and Risto Miikkulainen
To Appear In
Proceedings of the 2nd International Conference on the Theory and Practice of Natura...
2013
Effective Diversity Maintenance in Deceptive Domains
Joel Lehman, Kenneth O. Stanley and Risto Miikkulainen
To Appear In
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO) 2013
,...
2013
Evolutionary Feature Evaluation for Online Reinforcement Learning
Julian Bishop and Risto Miikkulainen
In
Proceedings of 2013 IEEE Conference on Computational Intelligence and Games (CIG2013)
, 267...
2013
Extended Scaled Neural Predictor for Improved Branch Prediction
Zihao Zhou, Mayank Kejriwal and Risto Miikkulainen
In
Proceedings of the International Joint Conference on Neural Networks
, 2013. IEEE.
2013
GRADE: Machine Learning Support for Graduate Admissions
Austin Waters, Risto Miikkulainen
In
Proceedings of the 25th Conference on Innovative Applications of Artificial Intelligence
, ...
2013
IJCNN-2013 Tutorial on Evolution of Neural Networks
Risto Miikkulainen
To Appear In 2013. Tutorial slides..
2013
Introducing an Age-Varying Fitness Estimation Function
Babak Hodjat, Hormoz Shahrzad
In Riolo, R., Vladislavleva, E., Ritchie, M., Moore, J., editors,
Genetic Programming Theory and ...
2013
Measure-Theoretic Analysis of Performance in Evolutionary Algorithms
Alan J Lockett
In
Proceedings of the 2013 IEEE Congress on Evolutionary Computation (CEC-2013)
, 2013. IEEE P...
2013
Neuroannealing: Martingale-Driven Optimization for Neural Networks
Alan J Lockett and Risto Miikkulainen
In
Proceedings of the 2013 Genetic and Evolutionary Computation Conference (GECCO-2013)
, 2013...
2013
Neuroevolution
Joel Lehman and Risto Miikkulainen
Scholarpedia
, 8(6):30977, 2013.
2013
Open-Ended Behavioral Complexity for Evolved Virtual Creatures
Dan Lessin, Don Fussell, Risto Miikkulainen
In
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO) 2013
, 2013.
2013
Using Both Latent and Supervised Shared Topics for Multitask Learning
Ayan Acharya, Aditya Rawal, Raymond J. Mooney, Eduardo R. Hruschka
In
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in ...
2013
Using Symmetry and Evolutionary Search to Minimize Sorting Networks
Vinod K. Valsalam and Risto Miikkulainen
Journal of Machine Learning Research
, 14(Feb):303--331, 2013.
2013
A Probabilistic Architecture for Algorithm Portfolios
Bryan Silverthorn
PhD Thesis, Department of Computer Science, The University of Texas at Austin, 2012.
2012
Accelerating Evolution via Egalitarian Social Learning
Wesley Tansey, Eliana Feasley, and Risto Miikkulainen
In
Proceedings of the 14th Annual Genetic and Evolutionary Computation Conference (GECCO 2012)
2012
Architecture of a Cyberphysical Avatar
Song Han, Aloysius K. Mok, Jianyong Meng, Yi-Hung Wei, Pei-Chi Huang, Xiuming Zhu, Luis Sentis, Kan ...
In
Proceedings of the International Workshop on Real-Time and Distributed Computing in Emerging A...
2012
Believable Bot Navigation via Playback of Human Traces
Igor V. Karpov, Jacob Schrum, Risto Miikkulainen
In Philip F. Hingston, editors,
Believable Bots
, 151--170, 2012. Springer Berlin Heidelberg.
2012
Constructing Controllers for Physical Multilegged Robots using the ENSO Neuroevolution Approach
Vinod K. Valsalam, Jonathan Hiller, Robert MacCurdy, Hod Lipson and Risto Miikkulainen
Evolutionary Intelligence
, 5(1):1--12, 2012.
2012
Evaluating Modular Neuroevolution in Robotic Keepaway Soccer
Anand Subramoney
Masters Thesis, Department of Computer Science, The University of Texas at Austin, Austin, TX, 2012....
2012
Evaluation Methods for Active Human-Guided Neuroevolution in Games
Igor Karpov, Leif Johnson, Vinod Valsalam and Risto Miikkulainen
In
2012 AAAI Fall Symposium on Robots Learning Interactively from Human Teachers (RLIHT)
, Nov...
2012
Evolution of a Communication Code in Cooperative Tasks
Aditya Rawal, Padmini Rajagopalan, Risto Miikkulainen and Kay Holekamp
In
Artificial Life (13th International Conference on the Synthesis and Simulation of Living Syste...
2012
Evolving Multimodal Networks for Multitask Games
Jacob Schrum and Risto Miikkulainen
IEEE Transactions on Computational Intelligence and AI in Games
, 4(2):94--111, June 2012. IEE...
2012
General-Purpose Optimization Through Information-Maximization
Alan J Lockett
PhD Thesis, Department of Computer Sciences, The University of Texas at Austin, 2012. Tech Report AI...
2012
Humanlike Combat Behavior via Multiobjective Neuroevolution
Jacob Schrum, Igor V. Karpov and Risto Miikkulainen
In Philip F. Hingston, editors,
Believable Bots
, 119--150, 2012. Springer Berlin Heidelberg.
2012
HyperNEAT-GGP: A HyperNEAT-based Atari General Game Player
Matthew Hausknecht, Piyush Khandelwal, Risto Miikkulainen, Peter Stone
In
Genetic and Evolutionary Computation Conference (GECCO) 2012
, 2012.
2012
Intensive training induces longitudinal changes in meditation state-related EEG oscillatory activity
Manish Saggar, Brandon G King, Anthony P Zanesco, Katherine A MacLean, Stephen R Aichele, Tonya L Ja...
Amishi P Jha, editors,
Frontiers in Human Neuroscience
, 6(00256), Sep 2012.
2012
Multiagent Learning through Neuroevolution
Risto Miikkulainen, Eliana Feasley, Leif Johnson, Igor Karpov, Padmini Rajagopalan, Aditya Rawal, an...
In J. Liu et al., editors,
Advances in Computational Intelligence
, LNCS 7311, 24-46, Berlin, ...
2012
Surviving Solver Sensitivity: An ASP Practitioner's Guide
Bryan Silverthorn, Yuliya Lierler and Marius Schneider
In
International Conference on Logic Programming (ICLP)
, 2012.
2012
Task decomposition with neuroevolution in extended predator-prey domain
Ashish Jain, Anand Subramoney, Risto Miikkulainen
In
Proceedings of Thirteenth International Conference on the Synthesis and Simulation of Living S...
2012
An Integrated Neuroevolutionary Approach to Reactive Control and High-level Strategy
Nate Kohl, Risto Miikkulainen
IEEE Transactions on Evolutionary Computation
, 2011.
2011
Assisting Machine Learning Through Shaping, Advice and Examples
Igor Karpov, Vinod Valsalam and Risto Miikkulainen
In
2011 IJCAI Workshop on Agents Learning Interactively from Human Teachers (ALIHT)
, July 201...
2011
Avoiding Premature Convergence in NeuroEvolution by Broadening the Evolutionary Search
Matthew de Wet
Technical Report HR-11-02, Department of Computer Science, The University of Texas at Austin, 2011.
2011
Computational Analysis of Meditation
Manish Saggar
PhD Thesis, Department of Computer Sciences, The University of Texas at Austin, Austin, TX, 2011.
2011
Creating Intelligent Agents through Shaping of Coevolution
Adam Dziuk
Technical Report HR-11-01, Department of Computer Science, The University of Texas at Austin, 2011.
2011
Creating Intelligent Agents through Shaping of Coevolution
Adam Dziuk and Risto Miikkulainen
In
Proceedings of the Congress on Evolutionary Computation
, New Orleans, LA, 2011. IEEE.
2011
Evolving Multimodal Networks for Multitask Games
Jacob Schrum and Risto Miikkulainen
In
Proceedings of the IEEE Conference on Computational Intelligence and Games (CIG 2011)
, 102...
2011
Evolving Symmetry for Modular System Design
Vinod K. Valsalam and Risto Miikkulainen
IEEE Transactions on Evolutionary Computation
, 15(3):368--386, 2011.
2011
Human-Assisted Neuroevolution Through Shaping, Advice and Examples
Igor V. Karpov, Vinod K. Valsalam and Risto Miikkulainen
In
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference (GECCO 2011)
2011
Impairment and Rehabilitation in Bilingual Aphasia: A SOM-Based Model
Uli Grasemann, Swathi Kiran, Chaleece Sandberg and Risto Miikkulainen
In J Laaksonen and T. Honkela, editors,
Proceedings of WSOM11, 8th Workshop on Self-Organizing Ma...
2011
Learning Geometry from Sensorimotor Experience
Jeremy Stober, Risto Miikkulainen, and Benjamin Kuipers
In
Proceedings of the First International Conference on Development and Learning and Epigenetic R...
2011
Learning Polarity from Structure in SAT
Bryan Silverthorn and Risto Miikkulainen
In
Theory and Applications of Satisfiability Testing (SAT)
, 2011. (extended abstract).
2011
Measure-Theoretic Evolutionary Annealing
Alan J. Lockett and Risto Miikkulainen
In
Proceedings of the 2011 IEEE Congress on Evolutionary Computation
, 2011.
2011
Modeling Acute and Compensated Language Disturbance in Schizophrenia
Uli Grasemann, Ralph Hoffman and Risto Miikkulainen
In
Proceedings of the 33rd Annual Meeting of the Cognitive Science Society
, 2011.
2011
Real-Space Evolutionary Annealing
Alan J Lockett and Risto Miikkulainen
In
Proceedings of the 2011 Genetic and Evolutionary Computation Conference (GECCO-2011)
, 2011...
2011
The Role of Reward Structure, Coordination Mechanism and Net Return in the Evolution of Cooperation
Padmini Rajagopalan, Aditya Rawal, Risto Miikkulainen, Marc A. Wiseman and Kay E. Holekamp
In
Proceedings of the IEEE Conference on Computational Intelligence and Games (CIG 2011)
, Seo...
2011
Using Computational Patients to Evaluate Illness Mechanisms in Schizophrenia
Ralph E. Hoffman, Uli Grasemann, Ralitza Gueorguieva, Donald Quinlan, Douglas Lane, and Risto Miikku...
Biological Psychiatry
, 69:997--1005, 2011.
2011
Utilizing Symmetry and Evolutionary Search to Minimize Sorting Networks
Vinod K. Valsalam and Risto Miikkulainen
Technical Report AITR-11-09, Department of Computer Sciences, The University of Texas at Austin, Aus...
2011
UT^2: Human-like Behavior via Neuroevolution of Combat Behavior and Replay of Human Traces
Jacob Schrum, Igor V. Karpov and Risto Miikkulainen
In
Proceedings of the IEEE Conference on Computational Intelligence and Games (CIG 2011)
, 329...
2011
A Computational Model of Language Pathology in Schizophrenia
Uli Grasemann
PhD Thesis, Department of Computer Science, The University of Texas at Austin, Austin, TX, December ...
2010
An Analysis of Automated Decision Making Methodologies in Role Playing Video Games: Centralized Approach
Christopher Bush
Technical Report HR-10-03, Department of Computer Science, The University of Texas at Austin, 2010.
2010
An Analysis of Distributed Decision Making Methodologies in Role Playing Video Games
Matthew Johnston
Technical Report HR-10-09, Department of Computer Science, The University of Texas at Austin, 2010.
2010
Behavioral, neuroimaging, and computational evidence for perceptual caching in repetition priming
Manish Saggar, Risto Miikkulainen, David Schnyer
Journal of Brain Research
, 1315:75--91, 2010.
2010
Coevolution of Role-Based Cooperation in Multi-Agent Systems
Chern Han Yong and Risto Miikkulainen
IEEE Transactions on Autonomous Mental Development
, 1:170--186, 2010.
2010
Computational models inform clinical science and assessment: An application to category learning in striatal-damaged patients
W. Todd Maddox, J. Vincent Filoteo and Dagmar Zeithamova
Journal of Mathematical Psychology
, 54(1):109-122, 2010.
2010
Constructing Competitive and Cooperative Agent Behavior Using Coevolution
Aditya Rawal, Padmini Rajagopalan and Risto Miikkulainen
In
IEEE Conference on Computational Intelligence and Games (CIG 2010)
, Copenhagen, Denmark, A...
2010
Evolving Agent Behavior In Multiobjective Domains Using Fitness-Based Shaping
Jacob Schrum and Risto Miikkulainen
In
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2010)
, 439--446,...
2010
Hierarchical Neural Networks for Behavior-Based Decision Making
David Robson
Technical Report HR-10-02, Department of Computer Science, The University of Texas at Austin, 2010.
2010
Latent Class Models for Algorithm Portfolio Methods
Bryan Silverthorn and Risto Miikkulainen
In
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence
, 2010.
2010
Neuroevolution
Risto Miikkulainen
In
Encyclopedia of Machine Learning
, New York, 2010. Springer.
2010
Speciation in NEAT
Timothy Nodine
Technical Report HR-10-06, Department of Computer Science, The University of Texas at Austin, 2010.
2010
Spherical Topic Models
Joseph Reisinger, Austin Waters, Bryan Silverthorn, and Raymond J. Mooney
In
Proceedings of the 27th International Conference on Machine Learning (ICML 2010)
, 2010.
2010
Utilizing Symmetry in Evolutionary Design
Vinod Valsalam
PhD Thesis, Department of Computer Sciences, The University of Texas at Austin, Austin, TX, 2010. Te...
2010
A Population Gain Control Model of Spatiotemporal Responses in the Visual Cortex
Yiu Fai Sit
PhD Thesis, Department of Computer Sciences, University of Texas at Austin, Austin, TX, 2009. Techni...
2009
Complex Dynamics of V1 Population Responses Explained by a Simple Gain-Control Model
Yiu Fai Sit, Yuzhi Chen, Wilson S. Geisler, Risto Miikkulainen, and Eyal Seidemann
Neuron
, 64:943-956, 2009.
2009
Computational Predictions on the Receptive Fields and Organization of V2 for Shape Processing
Yiu Fai Sit and Risto Miikkulainen
Neural Computation
, 21(3):762--785, March 2009.
2009
Evolving Adaptive Intelligence: Using NeuroEvolution with Temporal Difference Methods in the Game Domain
Nathaniel Tucker
Technical Report HR-09-04, Department of Computer Science, The University of Texas at Austin., 2009.
2009
Evolving Multi-modal Behavior in NPCs
Jacob Schrum and Risto Miikkulainen
In
IEEE Symposium on Computational Intelligence and Games (CIG 2009)
, 325--332, Milan, Italy,...
2009
Evolving Neural Networks for Strategic Decision-Making Problems
Nate Kohl and Risto Miikkulainen
In
Neural Networks, Special issue on Goal-Directed Neural Systems
, 2009.
2009
Evolving Symmetric and Modular Neural Network Controllers for Multilegged Robots
Vinod K. Valsalam and Risto Miikkulainen
In
xploring New Horizons in Evolutionary Design of Robots: Workshop at the 2009 IEEE/RSJ Internat...
2009
Evolving Symmetric and Modular Neural Networks for Distributed Control
Vinod K. Valsalam and Risto Miikkulainen
In
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO)
, 731--738, 200...
2009
Hyperlearning: A Connectionist Model of Psychosis in Schizophrenia
Uli Grasemann, Risto Miikkulainen and Ralph Hoffman
In N. A. Taatgen and H. van Rijn, editors,
Proceedings of the 31st Annual Meeting of the Cognitiv...
2009
Learning Dynamic Obstacle Avoidance for a Robot Arm Using Neuroevolution
Thomas D'Silva, Risto Miikkulainen
Neural Processing Letters
, 2009.
2009
Learning in Fractured Problems for Constructive Neural Network Algorithms
Nate Kohl
PhD Thesis, Department of Computer Sciences, University of Texas at Austin, Austin, TX, 2009.
2009
Modeling the Bilingual Lexicon of an Individual Subject
Risto Miikkulainen and Swathi Kiran
In
Proceedings of the Workshop on Self-Organizing Maps (WSOM'09)
, Berlin, 2009. Springer.
2009
Spherical Topic Models
Joseph Reisinger, Austin Waters, Bryan Silverthorn, and Raymond Mooney
In
NIPS'09 workshop: Applications for Topic Models: Text and Beyond
, 2009.
2009
Temporal Convolution Machines for Sequence Learning
Alan J Lockett and Risto Miikkulainen
Technical Report AI-09-04, Department of Computer Sciences, the University of Texas at Austin, 2009.
2009
The Necessity of Separating Control and Logic When Grounding Language Using Neuroevolution
Yonatan Bisk
Technical Report HR-09-05, Department of Computer Sciences, The University of Texas at Austin, 2009.
2009
Accelerated Neural Evolution through Cooperatively Coevolved Synapses
Faustino Gomez, Juergen Schmidhuber, and Risto Miikkulainen
Journal of Machine Learning Research
:937-965, 2008.
2008
Category Learning Systems
Dagmar Zeithamova
PhD Thesis, Institute for Neuroscience, The University of Texas at Austin, 2008.
2008
Competition Between Reinforcement Learning Methods in a Predator-Prey Grid World
Jacob Schrum
Technical Report AI08-9, The University of Texas at Austin, Department of Computer Sciences, Novembe...
2008
Constructing Complex NPC Behavior via Multi-Objective Neuroevolution
Jacob Schrum and Risto Miikkulainen
In
Proceedings of the Fourth Artificial Intelligence and Interactive Digital Entertainment Confer...
2008
Dissociable prototype learning systems: Evidence from brain imaging and behavior
Dagmar Zeithamova, W. Todd Maddox and David M. Schnyer
Journal of Neuroscience
, 28(49):13194-13201, 2008.
2008
Evolving Controllers for Simulated Car Racing using Neuroevolution
Aravind Gowrisankar
Masters Thesis, Department of Computer Sciences, The University of Texas at Austin, Austin, TX/US, 2...
2008
Evolving Neural Networks for Fractured Domains
Nate Kohl and Risto Miikkulainen
In
Proceedings of the Genetic and Evolutionary Computation Conference
, 1405-1412, July 2008.
2008
Evolving Opponent Models for Texas Hold 'Em
Alan J Lockett and Risto Miikkulainen
In
IEEE Conference on Computational Intelligence in Games
, Perth, Australia, 2008.
2008
Incremental Nonmonotonic Sentence Interpretation through Semantic Self-Organization
Marshall R. Mayberry III and Risto Miikkulainen
Technical Report AI08-12, Department of Computer Sciences, University of Texas at Austin, Austin, TX...
2008
Memory Processes in Perceptual Decision Making
Manish Saggar, Risto Miikkulainen, David M Schnyer
In
Proceedings of the 30th Annual Conference of the Cognitive Science Society
, Nashville, TN,...
2008
Modular Neuroevolution for Multilegged Locomotion
Vinod K. Valsalam and Risto Miikkulainen
In
Proceedings of the Genetic and Evolutionary Computation Conference GECCO 2008
, 265-272, Ne...
2008
Motion Perception and the Scene Statistics of Motion
Tal Tversky
PhD Thesis, Department of Computer Science, The University of Texas at Austin, Austin, TX, 2008.
2008
Online Kernel Selection for Bayesian Reinforcement Learning
Joseph Reisinger and Peter Stone and Risto Miikkulainen
In
Proceedings of the Twenty-Fifth International Conference on Machine Learning
, July 2008.
2008
Transfer of Evolved Pattern-Based Heuristics in Games
Erkin Bahceci and Risto Miikkulainen
In
IEEE Symposium On Computational Intelligence and Games (CIG 2008)
, 220-227, Perth, Austral...
2008
A computational model of the motivation-learning interface
Manish Saggar, Arthur B Markman, W Todd Maddox, Risto Miikkulainen
In
Proceedings of the 29th Annual Conference of the Cognitive Science Society
, Nashville, TN,...
2007
A Computational Model of the Signals in Optical Imaging with Voltage-Sensitive Dyes
Yiu Fai Sit and Risto Miikkulainen
Neurocomputing
:1853-1857, 2007.
2007
A Subsymbolic Model of Language Pathology in Schizophrenia
Uli Grasemann, Risto Miikkulainen, Ralph Hoffman
In
Proceedings of the 29th Annual Conference of the Cognitive Science Society
, 311-316, Hill...
2007
Acquiring Evolvability through Adaptive Representations
Joseph Reisinger and Risto Miikkulainen
In
Proceeedings of the Genetic and Evolutionary Computation Conference
, 1045-1052, 2007.
2007
Acquiring Visibly Intelligent Behavior with Example-Guided Neuroevolution
Bobby D. Bryant and Risto Miikkulainen
In
Proceedings of the Twenty-Second National Conference on Artificial Intelligence
, Menlo Par...
2007
Coevolution of Role-Based Cooperation in Multi-Agent Systems
Chern Han Yong and Risto Miikkulainen
Technical Report AI07-338, Department of Computer Sciences, The University of Texas at Austin, 2007.
2007
Coevolving Strategies for General Game Playing
Joseph Reisinger, Erkin Bahceci, Igor Karpov and Risto Miikkulainen
In
Proceedings of the {IEEE} Symposium on Computational Intelligence and Games
, 320-327, Pis...
2007
Detecting Motion in the Environment with a Moving Quadruped Robot
Peggy Fidelman, Thayne Coffman and Risto Miikkulainen
In Gerhard Lakemeyer and Elizabeth Sklar and Domenico Sorenti and Tomoichi Takahashi, editors,
Ro...
2007
Developing Complex Systems Using Evolved Pattern Generators
Vinod K. Valsalam, James A. Bednar and Risto Miikkulainen
IEEE Transactions on Evolutionary Computation
:181-198, 2007.
2007
Effects of Acquisition Rate on Emergent Structure in Phonological Development
Melissa A. Redford and Risto Miikkulainen
Language
:737-769, 2007.
2007
Evolving Explicit Opponent Models for Game Play
Alan Lockett, Charles Chen, and Risto Miikkulainen
In
Genetic and Evolutionary Computation Conference (GECCO-2007)
, 2007.
2007
MARLEDA: Effective Distribution Estimation Through Markov Random Fields
Matthew Alden
PhD Thesis, Department of Computer Sciences, the University of Texas at Austin, Austin, Texas, 2007....
2007
Modeling the self-organization of color selectivity in the visual cortex
Judah Ben De Paula
PhD Thesis, Department of Computer Sciences, The University of Texas at Austin, Austin, TX, 2007.
2007
Reinforcement Learning in High-Diameter, Continuous Environments
Jefferson Provost
PhD Thesis, Computer Sciences Department, University of Texas at Austin, Austin, TX, 2007.
2007
Self-Organizing Distinctive State Abstraction Using Options
Jefferson Provost, Benjamin J. Kuipers, and Risto Miikkulainen
In
Proceedings of the 7th International Conference on Epigenetic Robotics
, 2007.
2007
Semantic Boost on Episodic Associations: An Empirically Based Computational Model
Yaron Silberman, Shlomo Bentin, and Risto Miikkulainen
Cognitive Science
, 31:645--671, 2007.
2007
System Identification for the Hodgkin-Huxley Model using Artificial Neural Networks
Manish Saggar, Tekin Mericli, Sari Andoni, Risto Miikkulainen
In
Proceedings of International Joint Conference on Neural Networks
, Orlando, Florida, August...
2007
Coevolution of Neural Networks using a Layered Pareto Archive
German A. Monroy, Kenneth O. Stanley, Risto Miikkulainen
In
Proceedings of the Genetic and Evolutionary Computation Conference
, 329-336, Seattle, Wash...
2006
Computational Intelligence in Games
Risto Miikkulainen, Bobby D. Bryant, Ryan Cornelius, Igor V. Karpov, Kenneth O. Stanley, and Chern H...
In Gary Y. Yen and David B. Fogel, editors,
Computational Intelligence: Principles and Practice<...
2006
Converting RGB Images to LMS Cone Activations
Judah B. De Paula
Technical Report, Department of Computer Sciences, The University of Texas at Austin, 2006. Technica...
2006
Creating Intelligent Agents in Games
Risto Miikkulainen
The Bridge
:5-13, 2006.
2006
Developing navigation behavior through self-organizing distinctive state abstraction
Jefferson Provost, Benjamin J. Kuipers, and Risto Miikkulainen
Connection Science
, 18:159-172, 2006.
2006
Efficient Non-Linear Control through Neuroevolution
Faustino Gomez, Juergen Schmidhuber, and Risto Miikkulainen
In
Proceedings of the European Conference on Machine Learning
, 654-662, Berlin, 2006. Springe...
2006
Establishing an Appropriate Learning Bias Through Development
Vinod K. Valsalam, James A. Bednar, and Risto Miikkulainen
In
Proceedings of the Fifth International Conference on Development and Learning (ICDL-2006)
,...
2006
Evolving a Real-World Vehicle Warning System
Nate Kohl, Kenneth Stanley, Risto Miikkulainen, Michael Samples, and Rini Sherony
In
Proceedings of the Genetic and Evolutionary Computation Conference
, 2006.
2006
Evolving Robot Arm Controllers Using the NEAT Neuroevolution Method
Thomas W. D'Silva
Masters Thesis, Department of Electrical and Computer Engineering, The University of Texas at Austin...
2006
Evolving Stochastic Controller Networks for Intelligent Game Agents
Bobby D. Bryant and Risto Miikkulainen
In
Proceedings of the 2006 Congress on Evolutionary Computation
, Piscataway, NJ, 2006. IEEE.
2006
Evolving Visibly Intelligent Behavior for Embedded Game Agents
Bobby D. Bryant
PhD Thesis, Department of Computer Sciences, The University of Texas at Austin, 2006. Technical Repo...
2006
Exploiting Sensor Symmetries in Example-based Training for Intelligent Agents
Bobby D. Bryant and Risto Miikkulainen
In Sushil M. Louis and Graham Kendall, editors,
Proceedings of the {IEEE} Symposium on Computatio...
2006
Grounding Language in Descriptions of Scenes
Paul Williams and Risto Miikkulainen
In
Proceedings of the 28th Annual Meeting of the Cognitive Science Society
, 2006.
2006
Incorporating Advice into Neuroevolution of Adaptive Agents
Chern Han Yong, Kenneth O. Stanley, Risto Miikkulainen, and Igor V. Karpov
In
Proceedings of the Second Artificial Intelligence and Interactive Digital Entertainment Confer...
2006
Integration and Evaluation of Exploration-Based Learning in Games
Igor V. Karpov, Thomas D'Silva, Craig Varrichio, Kenneth O. Stanley, Risto Miikkulainen
In
Proceedings of the {IEEE} Symposium on Computational Intelligence and Games
, Reno, NV, 20...
2006
Joint Maps for Orientation, Eye, and Direction Preference in a Self-Organizing Model of V1
James A. Bednar and Risto Miikkulainen
Neurocomputing
, 69:1272--1276, 2006.
2006
Prenatal Development of Ocular Dominance and Orientation Maps in a Self-Organizing Model of V1
Stefanie Jegelka, James A. Bednar, and Risto Miikkulainen
Neurocomputing
, 69:1291--1296, 2006.
2006
Real-Time Evolution of Neural Networks in the NERO Video Game
Kenneth O. Stanley, Bobby D. Bryant, Igor Karpov, Risto Miikkulainen
In
Proceedings of the Twenty-First National Conference on Artificial Intelligence (AAAI-2006)
...
2006
Selecting for Evolvable Representations
Joseph Reisinger and Risto Miikkulainen
In
Proceedings of the Genetic and Evolutionary Computation Conference
, 2006.
2006
Self-Organization of Hierarchical Visual Maps with Feedback Connections
Yiu Fai Sit and Risto Miikkulainen
Neurocomputing
, 69:1309-1312, 2006.
2006
The Effect of Delivery Method on Conceptual and Strategy Development
Lisa C. Kaczmarczyk, Mary Z. Last, Risto Miikkulainen
In
Proceedings of the 28th Annual Conference of the Cognitive Science Society
, 2006.
2006
A Subsymbolic Model of Complex Story Understanding
Peggy Fidelman, Risto Miikkulainen and Ralph Hoffman
In
Proceedings of the 27th Annual Meeting of the Cognitive Science Society
, 2005.
2005
Academic AI and Video Games: A Case Study of Incorporating Innovative Academic Research into a Video Game Prototype
Aliza Gold
In
Proceedings of the IEEE 2005 Symposium on Computational Intelligence and Games (CIG'05)
, 2...
2005
Associating Unseen Events: Semantically Mediated Formation of Episodic Associations
Yaron Silberman, Risto Miikkulainen, and Shlomo Bentin
Psychological Science
, 16:161-166, 2005.
2005
Automatic Feature Selection via Neuroevolution
Shimon Whiteson and Peter Stone and Kenneth O. Stanley and Risto Miikkulainen and Nate Kohl
In
Proceedings of the Genetic and Evolutionary Computation Conference
, June 2005.
2005
Broad-Coverage Parsing with Neural Networks
Marshall R. Mayberry III and Risto Miikkulainen
Neural Processing Letters
, 21:121--143, 2005.
2005
Coevolution of Neural Networks Using a Layered Pareto Archive
German A. Monroy
Masters Thesis, Department of Computer Sciences, The University of Texas at Austin, Austin, TX, 2005...
2005
Constructing Good Learners Using Evolved Pattern Generators
Vinod K. Valsalam, James A. Bednar, and Risto Miikkulainen
In H.-G. Beyer and others, editors,
Proceedings of the Genetic and Evolutionary Computation Confe...
2005
Constructing Visual Function Through Prenatal and Postnatal Learning
James A. Bednar and Risto Miikkulainen
In Denis Mareschal and Mark H. Johnson and Sylvain Sirois and Michael Spratling and Michael S. C. Th...
2005
Effective Image Compression Using Evolved Wavelets
Uli Grasemann and Risto Miikkulainen
In
Proceedings of the Genetic and Evolutionary Computation Conference
, 2005.
2005
Efficient Credit Assignment through Evaluation Function Decomposition
Adrian Agogino, Kagan Tumer, and Risto Miikkulainen
In
Proceedings of the Genetic and Evolutionary Computation Conference
, 2005.
2005
Evolving Keepaway Soccer Players through Task Decomposition
Shimon Whiteson and Nate Kohl and Risto Miikkulainen and Peter Stone
Machine Learning
, 59(1):5-30, May 2005.
2005
Evolving Neural Network Agents in the NERO Video Game
Kenneth O. Stanley, Bobby D. Bryant, and Risto Miikkulainen
In
Proceedings of the IEEE 2005 Symposium on Computational Intelligence and Games (CIG'05)
, P...
2005
Evolving Neural Network Ensembles for Control Problems
David Pardoe, Michael Ryoo, and Risto Miikkulainen
In
Proceedings of the Genetic and Evolutionary Computation Conference
, 2005.
2005
Improving Prescripted Agent Behavior with Neuroevolution
Ryan Cornelius
Technical Report HR-05-01, Department of Computer Sciences, The University of Texas at Austin, 2005.
2005
Incorporating Advice into Evolution of Neural Networks
Chern Han Yong, Kenneth O. Stanley, and Risto Miikkulainen
In
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2005)
, 2005. Lat...
2005
Learning Basic Navigation for Personal Satellite Assistant Using Neuroevolution
Yiu Fai Sit and Risto Miikkulainen
In
Proceedings of the Genetic and Evolutionary Computation Conference
, 2005.
2005
Learning Visual Scene Descriptions: An Approach to Symbol Grounding
Paul Williams
Technical Report TR-06-01, Department of Computer Science, The University of Texas at Austin, 2005.
2005
Neuroevolution of an Automobile Crash Warning System
Kenneth Stanley, Nate Kohl, Rini Sherony, and Risto Miikkulainen
In
Proceedings of the Genetic and Evolutionary Computation Conference
, 2005.
2005
Real-Time Learning in the NERO Video Game
Kenneth O. Stanley, Ryan Cornelius, Risto Miikkulainen, Thomas D'Silva, and Aliza Gold
In
Proceedings of the Artificial Intelligence and Interactive Digital Entertainment Conference (A...
2005
Real-time Neuroevolution in the NERO Video Game
Kenneth O. Stanley, Bobby D. Bryant, and Risto Miikkulainen
IEEE Transactions on Evolutionary Computation
:653-668, 2005. IEEE.
2005
Retaining Learned Behavior During Real-Time Neuroevolution
Thomas D'Silva, Roy Janik, Michael Chrien, Kenneth O. Stanley and Risto Miikkulainen
Artificial Intelligence and Interactive Digital Entertainment
, 2005. American Association for...
2005
Self-organization of color opponent receptive fields and laterally connected orientation maps
James A. Bednar, Judah B. De Paula, and Risto Miikkulainen
Neurocomputing
, 65--66:69-76, 2005.
2005
The Acquisition of Intellectual Expertise: A Computational and Empirical Theory
Elizabeth C. Kaczmarczyk
PhD Thesis, Department of Computer Sciences, University of Texas at Austin, Austin, TX, 2005.
2005
Towards an Empirical Measure of Evolvability
Joseph Reisinger, Kenneth O. Stanley, Risto Miikkulainen
In
Genetic and Evolutionary Computation Conference {(GECCO2005)} Workshop Program
, 257-264, W...
2005
Self-Organizing Perceptual and Temporal Abstraction for Robot Reinforcement Learning
Jefferson Provost, Benjamin J. Kuipers and Risto Miikkulainen
In
AAAI-04 Workshop on Learning and Planning in Markov Processes
, 2004.
2004
A Neurocontrol Paradigm for Intelligent Process Control using Evolutionary Reinforcement Learning
Alex van Eck Conradie
PhD Thesis, Department of Chemical Engineering, University of Stellenbosch, 2004.
2004
Characteristics of Forming Episodic Associations Between Words
Yaron Silberman
PhD Thesis, The Hebrew University of Jerusalem, Israel, 2004.
2004
Competitive Coevolution through Evolutionary Complexification
Kenneth O. Stanley and Risto Miikkulainen
Journal of Artificial Intelligence Research
, 21:63-100, 2004.
2004
Contour grouping: closure effects are explained by good continuation and proximity
Tal Tversky, Wilson S. Geisler and Jeffrey S. Perry
Vision Research
, 44(24):2769--2777, 2004.
2004
Contour Integration and Segmentation with Self-Organized Lateral Connections
Yoonsuck Choe and Risto Miikkulainen
Biological Cybernetics
90:75-88
2004
Efficient Allele Fitness Assignment with Self-organizing Multi-agent System
Adrian Agogino and Risto Miikkulainen
In
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2004) Workshop Progr...
2004
Efficient Evolution of Neural Networks Through Complexification
Kenneth O. Stanley
PhD Thesis, Department of Computer Sciences, The University of Texas at Austin, 2004.
2004
Evolving a Roving Eye for Go
Kenneth O. Stanley and Risto Miikkulainen
In
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2004)
, Berlin, 2...
2004
Evolving Reusable Neural Modules
Joseph Reisinger, Kenneth O. Stanley, and Risto Miikkulainen
In
Proceedings of the Genetic and Evolutionary Computation Conference
, 2004.
2004
Evolving Wavelets using a Coevolutionary Genetic Algorithm and Lifting
Uli Grasemann and Risto Miikkulainen
In
Proceedings of the Genetic and Evolutionary Computation Conference
, 969-980, San Francisco...
2004
Exploiting Morphological Conventions for Genetic Reuse
Kenneth O. Stanley, Joseph Reisinger, and Risto Miikkulainen
In
Proceedings of the Genetic and Evolutionary Computation Conference ({GECCO}-2004) Workshop Pr...
2004
Loop-closing and planarity in topological map-building
Francesco Savelli and Benjamin Kuipers
In
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS-04)
, 1511--1517,...
2004
Modeling Cortical Maps with Topographica
James A. Bednar, Yoonsuck Choe, Judah De Paula, Risto Miikkulainen, Jefferson Provost, and Tal Tvers...
In
Computational Neuroscience: Trends in Research, 2004
, 1129-1135, 2004.
2004
Prenatal and Postnatal Development of Laterally Connected Orientation Maps
James A. Bednar and Risto Miikkulainen
In
Computational Neuroscience: Trends in Research, 2004
, 58-60, 985-992, 2004.
2004
The Acquisition of Intellectual Expertise: A Computational Model
Elizabeth C. Kaczmarczyk, Risto Miikkulainen
In
Proceedings of the 26th Annual Conference of the Cognitive Science Society
, 2004.
2004
The Constructivist Learning Architecture: A Model of Cognitive Development for Robust Autonomous Robots
Harold H. Chaput
PhD Thesis, Department of Computer Sciences, The University of Texas at Austin, August 2004. Also Te...
2004
Transfer of Neuroevolved Controllers in Unstable Domains
Faustino J. Gomez and Risto Miikkulainen
In
Proceedings of the Genetic and Evolutionary Computation Conference
, Berlin, 2004. Springer...
2004
A Taxonomy for Artificial Embryogeny
Kenneth O. Stanley and Risto Miikkulainen
Artificial Life
, 9(2):93-130, 2003.
2003
Achieving High-Level Functionality through Evolutionary Complexification
Kenneth O. Stanley and Risto Miikkulainen
In
Proceedings of the AAAI-2003 Spring Symposium on Computational Synthesis
, Stanford, CA, 20...
2003
Active Guidance for a Finless Rocket Using Neuroevolution
Faustino J. Gomez and Risto Miikkulainen
In
Proceedings of the Genetic and Evolutionary Computation Conference
, 2084-2095, San Francis...
2003
Constructivist Learning: A Neural Implementation of the Schema Mechanism
Harold H. Chaput, Benjamin Kuipers and Risto Miikkulainen
In
Proceedings of WSOM '03: Workshop for Self-Organizing Maps
, Kitakyushu, Japan, 2003.
2003
Evolving Adaptive Neural Networks with and Without Adaptive Synapses
Kenneth O. Stanley, Bobby D. Bryant, and Risto Miikkulainen
In
Proceedings of the 2003 Congress on Evolutionary Computation
, Piscataway, NJ, 2003. IEEE.
2003
Incremental Nonmonotonic Parsing through Semantic Self-Organization
Marshall R. Mayberry III
PhD Thesis, Department of Computer Sciences, the University of Texas at Austin, Austin, TX, 2003. Te...
2003
Incremental Nonmonotonic Parsing through SemanticSelf-Organization
Marshall R. Mayberry III and Risto Miikkulainen
In
Proceedings of the 25th Annual Conference of the Cognitive Science Society
, 2003.
2003
Learning Concept Drift with a Committee of Decision Trees
Kenneth O. Stanley
Technical Report AI03-302, Department of Computer Sciences, The University of Texas at Austin, 2003.
2003
Learning Innate Face Preferences
James A. Bednar and Risto Miikkulainen
Neural Computation
, 15(7):1525-1557, 2003.
2003
Neuroevolution for Adaptive Teams
Bobby D. Bryant and Risto Miikkulainen
In
Proceedings of the 2003 Congress on Evolutionary Computation (CEC 2003)
, 2194-2201, Pisca...
2003
PhD Thesis: Robust Non-Linear Control through Neuroevolution
Faustino J. Gomez
Technical Report AI-TR-03-303, Department of Computer Sciences, University of Texas at Austin, Augus...
2003
Robust Non-Linear Control through Neuroevolution
Faustino J. Gomez
PhD Thesis, Department of Computer Sciences, The University of Texas at Austin, 2003.
2003
Self-Organization of Spatiotemporal Receptive Fields and Laterally Connected Direction and Orientation Maps
James A. Bednar and Risto Miikkulainen
In
Computational Neuroscience: Trends in Research, 2003
, 52--54, 473-480, 2003.
2003
The Role of Internally Generated Neural Activity in Newborn and Infant Face Preferences
James A. Bednar
In Olivier Pascalis and Alan Slater, editors,
Face Perception in Infancy and Early Childhood
,...
2003
The Role of Postsynaptic Potential Decay Rate in Neural Synchrony
Yoonsuck Choe and Risto Miikkulainen
Neurocomputing
, 52-54:707-712, January 2003.
2003
Utilizing Domain Knowledge in Neuroevolution
James Fan, Raymond Lau, and Risto Miikkulainen
Proceedings of the Twentieth International Conference on Machine Learning (ICML-03, Was...
2003
Adaptive Control Utilising Neural Swarming
Alex v. E. Conradie, Risto Miikkulainen, and Christiaan Aldrich
In William B. Langdon and Erick Cantu-Paz and Keith E. Mathias and Rajkumar Roy and David Davis and...
2002
Continual Coevolution Through Complexification
Kenneth O. Stanley and Risto Miikkulainen
In William B. Langdon and Erick Cantu-Paz and Keith E. Mathias and Rajkumar Roy and David Davis and ...
2002
Cultural Enhancement Of Neuroevolution
Paul H. McQuesten
PhD Thesis, Department of Computer Sciences, The University of Texas at Austin, Austin, TX, 2002. Te...
2002
Efficient Evolution Of Neural Network Topologies
Kenneth O. Stanley and Risto Miikkulainen
In William B. Langdon and Erick Cantu-Paz and Keith E. Mathias and Rajkumar Roy and David Davis and ...
2002
Efficient Reinforcement Learning Through Evolving Neural Network Topologies
Kenneth O. Stanley and Risto Miikkulainen
In
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2002)
, 9, San Fr...
2002
Eugenic Evolution Utilizing A Domain Model
Matthew Alden, Aard-Jan van Kesteren, and Risto Miikkulainen
In
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2002)
, 279-286, ...
2002
Evolving Neural Networks Through Augmenting Topologies
Kenneth O. Stanley and Risto Miikkulainen
Evolutionary Computation
, 10(2):99-127, 2002.
2002
Intelligent Process Control Utilizing Symbiotic Memetic Neuro-Evolution
Alex v. E. Conradie, Risto Miikkulainen, and Christiaan Aldrich
In
Proceedings of the 2002 Congress on Evolutionary Computation
, 6, 2002.
2002
Learning to See: Genetic and Environmental Influences on Visual Development
James A. Bednar
PhD Thesis, Department of Computer Sciences, The University of Texas at Austin, May 2002. Also Techn...
2002
Modeling Directional Selectivity Using Self-Organizing Delay-Adaptation Maps
Tal Tversky and Risto Miikkulainen
Neurocomputing
, 44--46:679--684, 2002. Also in J. M. Bower (editor), Computational Neuroscien...
2002
Modeling Large Cortical Networks With Growing Self-Organizing Maps
James A. Bednar, Amol Kelkar, and Risto Miikkulainen
In
Computational Neuroscience
, 44--46, 315-321, 2002.
2002
Neonatal Learning Of Faces: Environmental And Genetic Influences
James A. Bednar and Risto Miikkulainen
In
Proceedings of the 24th Annual Conference of the Cognitive Science Society
, 107-112, 2002.
2002
Neuroevolution through Augmenting Topologies Applied to Evolving Neural Networks to Play Othello
Timothy Andersen
Technical Report HR-02-01, Department of Computer Sciences, The University of Texas at Austin, 2002.
2002
Numerical Optimization With Neuroevolution
Brian Greer, Henri Hakonen, Risto Lahdelma, and Risto Miikkulainen
In
Proceedings of the 2002 Congress on Evolutionary Computation
, 361-401, Piscataway, NJ, 20...
2002
Text and Discourse Understanding: The DISCERN System
Risto Miikkulainen
In R. Dale, H. Moisl and H. Somers, editors,
A Handbook of Natural Language Processing: Technique...
2002
The Dominance Tournament Method of Monitoring Progress in Coevolution
Kenneth O. Stanley and Risto Miikkulainen
In
Proceedings of the Genetic and Evolutionary Computation Conference ({GECCO}-2002) Workshop Pr...
2002
A Model Of Infant Causal Perception And Its Development
Harold H. Chaput and Leslie B. Cohen
In
Proceedings of the 23rd Annual Conference of the Cognitive Science Society
, 182-187, 2001...
2001
A Neuroevolution Method For Dynamic Resource Allocation On A Chip Multiprocessor
Faustino J. Gomez, Doug Burger, and Risto Miikkulainen
In
Proceedings of the {INNS-IEEE} International Joint Conference on Neural Networks
, 2355-23...
2001
Abrupt And Gradual Sound Change In An Expanding Lexicon
Melissa A. Redford and Risto Miikkulainen
Technical Report AI01-289, Department of Computer Sciences, The University of Texas at Austin, 2001.
2001
Applying ESP And Region Specialists To Neuro-Evolution For Go
Andres Santiago Perez-Bergquist
Technical Report TR-01-24, Department of Computer Science, University of Texas at Austin, 2001.
2001
Co-Evolving A Go-Playing Neural Network
Alex Lubberts and Risto Miikkulainen
In
Coevolution: {T}urning Adaptive Algorithms Upon Themselves, Birds-of-a-Feather Workshop, Gene...
2001
Constrained Emergence Of Universals And Variation In Syllable Systems
Melissa A. Redford, Chun Chi Chen, and Risto Miikkulainen
Language and Speech
:27-56, 2001. Manuscript.
2001
Cooperative Coevolution Of Multi-Agent Systems
Chern Han Yong and Risto Miikkulainen
Technical Report AI07-338, Department of Computer Sciences, The University of Texas at Austin, 2001.
2001
Creating Melodies With Evolving Recurrent Neural Networks
Chun-Chi J. Chen and Risto Miikkulainen
In
Proceedings of the {INNS-IEEE} International Joint Conference on Neural Networks
, 2241-22...
2001
Evolving Populations Of Expert Neural Networks
Joseph Bruce and Risto Miikkulainen
In
Proceedings of the Genetic and Evolutionary Computation Conference
, 251-257, San Francisco...
2001
From Word Stream To Gestalt: A Direct Semantic Parse For Complex Sentences
Bobby D. Bryant and Risto Miikkulainen
Technical Report AI98-274, AI Lab, University of Texas at Austin, Austin, TX, June 2001.
2001
Numerical Optimization with Neuroevolution
Brian Greer
Technical Report TR-01-49, Department of Computer Science, The University of Texas at Austin, 2001.
2001
Perceptual Grouping In A Self-Organizing Map Of Spiking Neurons
Yoonsuck Choe
PhD Thesis, Department of Computer Sciences, The University of Texas at Austin, Austin, TX, 2001. 13...
2001
Post-Piagetian constructivism for grounded knowledge acquisition
Harold H. Chaput
In
Proceedings of the AAAI Spring Symposium Series on Grounded Knoweldge
, Palo Alto, CA, 2001...
2001
Scaling Self-Organizing Maps To Model Large Cortical Networks
James A. Bednar, Amol Kelkar, and Risto Miikkulainen
Neuroinformatics
:275-302, 2001.
2001
Semantic Effect On Episodic Associations
Yaron Silberman, Risto Miikkulainen, and Shlomo Bentin
In
Proceedings of the 23rd Annual Conference of the Cognitive Science Society
, 934-939, 2001...
2001
Toward Learning the Causal Layer of the Spatial Semantic Hierarchy using SOMs
Jefferson Provost, Patrick Beeson, and Benjamin J. Kuipers
In
AAAI Spring Symposium Series, Learning Grounded Representations
, 2001.
2001
A Self-Organizing Neural Network For Contour Integration Through Synchronized Firing
Yoonsuck Choe and Risto Miikkulainen
Proceedings of the 17th National Conference on Artificial Intelligence (AAAI-2000, Aust...
2000
Automatic Music Composition using Genetic Algorithm and Neural Networks: A Constrained Evolution Approach
Chun-Chi Chen
Technical Report HR-00-02, Department of Computer Sciences, The University of Texas at Austin, 2000.
2000
Cooperative Coevolution of Multi-Agent Systems
Chern Han Yong
Technical Report HR-00-01, Department of Computer Sciences, The University of Texas at Austin, 2000.
2000
Effects Of Presynaptic And Postsynaptic Resource Redistribution In Hebbian Weight Adaptation
Yoonsuck Choe, Risto Miikkulainen, and Lawrence K. Cormack
Neurocomputing
, 32--33:77-82, 2000.
2000
Eugenic Neuro-Evolution For Reinforcement Learning
Daniel Polani and Risto Miikkulainen
In
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2000)
, 1041-1046...
2000
Hebbian Learning And Temporary Storage In The Convergence-Zone Model Of Episodic Memory
Michael Howe and Risto Miikkulainen
Neurocomputing
, 32--33:817--821, 2000. Also J. M. Bower (editor), Computational Neuroscience:...
2000
Internally-Generated Activity, Non-Episodic Memory, and Emotional Salience in Sleep
James A. Bednar
In S. Harnad and E. Pace-Schott and M. Blagrove and M. Solms, editors,
Sleep and Dreaming: Scient...
2000
Neuro-Evolution And Natural Deduction
Nirav S. Desai and Risto Miikkulainen
In
Proceedings of The First {IEEE} Symposium on Combinations of Evolutionary Computation and Neu...
2000
Online Interactive Neuro-Evolution
Adrian Agogino, Kenneth O. Stanley, and Risto Miikkulainen
Neural Processing Letters
:29-38, 2000.
2000
Self-Organization Of Innate Face Preferences: Could Genetics Be Expressed Through Learning?
James A. Bednar and Risto Miikkulainen
In
Proceedings of the 17th National Conference on Artificial Intelligence and the 12th Annual Con...
2000
Tilt Aftereffects In A Self-Organizing Model Of The Primary Visual Cortex
James A. Bednar and Risto Miikkulainen
Neural Computation
, 12:1721-1740, 2000.
2000
Confidence Based Dual Reinforcement Q-Routing: An Adaptive On-Line Routing Algorithm
Shailesh Kumar and Risto Miikkulainen
In
16th International Joint Conference on Artificial Intelligence (IJCAI-99)
, 758--763, Stock...
1999
Disambiguation And Grammar As Emergent Soft Constraints
Risto Miikkulainen and Marshall R. Mayberry III
In Brian J. MacWhinney, editors,
Workshop on Thought and Language
, 20-31, Iizuka, Japan, 1999...
1999
Modeling The Self-Organization Of Directional Selectivity In The Primary Visual Cortex
Igor Farkas and Risto Miikkulainen
In Erkki Oja and Samuel Kaski, editors,
Proceedings of the Ninth International Conference on Arti...
1999
SARDSRN: A Neural Network Shift-Reduce Parser
Marshall R. Mayberry III and Risto Miikkulainen
In
Proceedings of the 16th Annual International Joint Conference on Artificial Intelligence (IJCA...
1999
Solving Non-Markovian Control Tasks With Neuroevolution
Faustino J. Gomez and Risto Miikkulainen
In
Proceedings of the International Joint Conference on Artificial Intelligence
, 1356-1361, S...
1999
Using a Sequential SOM to Parse Long-Term Dependencies
Marshall R. Mayberry III and Risto Miikkulainen
In Martin Hahn and Scott C. Stoness, editors,
Proceedings of the 21st Annual Conference of the Co...
1999
2-D Pole Balancing With Recurrent Evolutionary Networks
Faustino Gomez and Risto Miikkulainen
In
Proceedings of the International Conference on Artificial Neural Networks (ICANN-98)
, 425-...
1998
A Self-Organizing Neural Network Model of the Primary Visual Cortex
Risto Miikkulainen, James Bednar, Yoonsuck Choe, and Joseph Sirosh
In S. Usui, T. Omori, editors,
Proceedings of the Fifth International Conference on Neural Inform...
1998
Confidence Based Dual Reinforcement Q-Routing: An On-Line Adaptive Network Routing Algorithm
Shailesh Kumar
Masters Thesis, Department of Computer Sciences, the University of Texas at Austin., May 1998. 108. ...
1998
Confidence Based Q-Routing: An On-Line Adaptive Network Routing Algorithm
Shailesh Kumar and Risto Miikkulainen
C. H. Dagli and M. Akay and O. Ersoy and B. R. Fernandez and A. Smith, editors,
Smart Engineering...
1998
Eugenic Evolution For Combinatorial Optimization
John W. Prior
Masters Thesis, Department of Computer Sciences, The University of Texas at Austin, 1998. 126. Techn...
1998
Evolving Hierarchical Neural Networks to Play Go
Todd Greer
Technical Report HR-94-01, Department of Computer Science, The University of Texas at Austin, 1998.
1998
Evolving Neural Networks To Play Go
Norman Richards, David Moriarty, and Risto Miikkulainen
In Thomas B{"a}ck, editors,
Proceedings of the Seventh International Conference on Genetic Algori...
1998
Hierarchical Evolution Of Neural Networks
David E. Moriarty and Risto Miikkulainen
In
Proceedings of the 1998 IEEE Conference on Evolutionary Computation (ICEC98)
, 428-433, Anc...
1998
Intrusion Detection With Neural Networks
Jake Ryan, Meng-Jang Lin, and Risto Miikkulainen
In Michael I. Jordan and Michael J. Kearns and Sara A. Solla, editors,
Advances in Neural Informa...
1998
Modeling The Emergence Of Syllable Systems
Melissa A. Redford, Chun Chi Chen, and Risto Miikkulainen
In Morton Ann Gernsbacher and Sharon J. Derry, editors,
Proceedings of the 20th Annual Conference...
1998
Pattern-Generator-Driven Development In Self-Organizing Models
James A. Bednar and Risto Miikkulainen
In
Computational Neuroscience: Trends in Research, 1998
, 317-323, 1998.
1998
Self-Organization And Segmentation In A Laterally Connected Orientation Map Of Spiking Neurons
Yoonsuck Choe and Risto Miikkulainen
Neurocomputing
:139-157, 1998.
1998
Convergence-Zone Episodic Memory: Analysis And Simulations
Mark Moll and Risto Miikkulainen
Neural Networks
, 10:1017--1036, 1997.
1997
Culling And Teaching In Neuro-Evolution
Paul McQuesten and Risto Miikkulainen
In Thomas B{"a}ck, editors,
Proceedings of the Seventh International Conference on Genetic Algori...
1997
Dual Reinforcement Q-Routing: An On-Line Adaptive Routing Algorithm
Shailesh Kumar and Risto Miikkulainen
C. H. Dagli, M. Akay, O. Ersoy, B. R. Fernandez and A. Smith, editors,
Smart Engineering Systems:...
1997
Dyslexic and Category-Specific Aphasic Impairments in a Self-Organizing Feature Map Model of the Lexicon
Risto Miikkulainen
Brain and Language
:334-366, 1997.
1997
Forming Neural Networks Through Efficient And Adaptive Coevolution
David E. Moriarty and Risto Miikkulainen
Evolutionary Computation
, 5:373--399, 1997.
1997
Incremental Evolution Of Complex General Behavior
Faustino Gomez and Risto Miikkulainen
Adaptive Behavior
(5):317-342, 1997.
1997
Natural Language Processing With Subsymbolic Neural Networks
Risto Miikkulainen
In Antony Browne, editors,
Neural Network Perspectives on Cognition and Adaptive Robotics
, 12...
1997
Reflections in Silicon: Artificial and Natural Neural Networks
Rick W. Tanney
Masters Thesis, Department of Philosophy, the University of Texas at Austin, Austin, TX, 1997.
1997
Self-Organization And Segmentation With Laterally Connected Spiking Neurons
Yoonsuck Choe and Risto Miikkulainen
In
Proceedings of the 15th International Joint Conference on Artificial Intelligence (IJCAI-97)
1997
Self-Organization, Plasticity, and Low-Level Visual Phenomena in a Laterally Connected Map Model of the Primary Visual Cortex
Risto Miikkulainen, James A. Bednar, Yoonsuck Choe, and Joseph Sirosh
In R. L. Goldstone and P. G. Schyns and D. L. Medin, editors,
Perceptual Learning
, Psychology...
1997
Symbiotic Evolution Of Neural Networks In Sequential Decision Tasks
David E. Moriarty
PhD Thesis, Department of Computer Sciences, The University of Texas at Austin, 1997. 117. Technical...
1997
Tilt Aftereffects in a Self-Organizing Model of the Primary Visual Cortex
James A. Bednar
Masters Thesis, Department of Computer Sciences, The University of Texas at Austin, Austin, TX, 1997...
1997
Visual Schemas In Neural Networks For Object Recognition And Scene Analysis
Wee Kheng Leow, Risto Miikkulainen
In Michael A. Arbib, editors,
The Handbook of Brain Theory and Neural Networks
, 1029-1031, Ca...
1997
A Neural Network Model of Topographic Reorganization Following Cortical Lesions
Joseph Sirosh and Risto Miikkulainen
In M. Witten, editors,
Computational Medicine, Public Health and Biotechnology: Building a Man in...
1996
Efficient Reinforcement Learning Through Symbiotic Evolution
David E. Moriarty and Risto Miikkulainen
In Leslie Pack Kaelbling, editors,
Recent Advances in Reinforcement Learning
(AI94-224), 11-32...
1996
Evolving Obstacle Avoidance Behavior In A Robot Arm
David E. Moriarty and Risto Miikkulainen
In Pattie Maes and Maja J. Mataric and Jean-Arcady Meyer and Jordan Pollack and Stewart W. Wilson, ...
1996
Introduction: The Emerging Understanding of Lateral Interactions in the Cortex
Risto Miikkulainen and Joseph Sirosh
In Sirosh, J., Miikkulainen, R., and Choe, Y., editors,
Lateral Interactions in the Cortex: Struc...
1996
Lateral Interactions In The Cortex: Structure And Function
Joseph Sirosh, Risto Miikkulainen, and Yoonsuck Choe (editors)
Electronic book, ISBN 0-9647060-0-8, http://nn.cs.utexas.edu/web-pubs/htmlbook96/. Austin, TX: The U...
1996
Laterally Interconnected Self-Organizing Maps In Hand-Written Digit Recognition
Yoonsuck Choe, Joseph Sirosh, and Risto Miikkulainen
In David S. Touretzky and Michael C. Mozer and Michael E. Hasselmo, editors,
Advances in Neural ...
1996
On-Line Adaptation Of A Signal Predistorter Through Dual Reinforcement Learning
Patrick Goetz, Shailesh Kumar and Risto Miikkulainen
In Lorenza Saitta, editors,
Machine Learning: Proceedings of the 13th Annual Conference (Bari, It...
1996
Self-Organization and Functional Role of Lateral Connections and Multisize Receptive Fields in the Primary Visual Cortex
Joseph Sirosh and Risto Miikkulainen
Neural Processing Letters
, 3:39-48, 1996.
1996
Self-Organization of Orientation Maps, Lateral Connections, and Dynamic Receptive Fields in the Primary Visual Cortex
Joseph Sirosh, Risto Miikkulainen and James A. Bednar
In Joseph Sirosh and Risto Miikkulainen and Yoonsuck Choe, editors,
{P}roceedings of the {I}nter...
1996
Subsymbolic Case-Role Analysis Of Sentences With Embedded Clauses
Risto Miikkulainen
Cognitive Science
, 20:47-73, 1996.
1996
Topographic Receptive Fields and Patterned Lateral Interaction in a Self-Organizing Model of the Primary Visual Cortex
Joseph Sirosh and Risto Miikkulainen
Neural Computation
, 9:577-594, 1996.
1996
A Model Of Visually Guided Plasticity Of The Auditory Spatial Map In The Barn Owl
Andrea Haessly, Joseph Sirosh and Risto Miikkulainen
In
Proceedings of the 17th Annual Conference of the Cognitive Science Society
, 154-158, 1995....
1995
A Self-Organizing Neural Network Model Of The Primary Visual Cortex
Joseph Sirosh
PhD Thesis, Department of Computer Sciences, The University of Texas at Austin, Austin, TX, 1995. Te...
1995
Discovering Complex Othello Strategies Through Evolutionary Neural Networks
David E. Moriarty and Risto Miikkulainen
Connection Science
, 7:195--209, 1995.
1995
Laterally Interconnected Self-Organizing Feature Map In Handwritten Digit Recognition
Yoonsuck Choe
Masters Thesis, Department of Computer Sciences, The University of Texas at Austin, Austin, TX, 1995...
1995
Learning Sequential Decision Tasks
David E. Moriarty and Risto Miikkulainen
Technical Report AI95-229, Department of Computer Sciences, The University of Texas at Austin, 1995.
1995
Modeling Cortical Plasticity Based On Adapting Lateral Interaction
Joseph Sirosh and Risto Miikkulainen
In James M. Bower, editors,
The Neurobiology of Computation: {T}he Proceedings of the Third Annu...
1995
Ocular Dominance and Patterned Lateral Connections in a Self-Organizing Model of the Primary Visual Cortex
Joseph Sirosh and Risto Miikkulainen
In Gerald Tesauro and David S. Touretzky and Todd K. Leen, editors,
Advances in Neural Informatio...
1995
SARDNET: A Self-Organizing Feature Map For Sequences
Daniel L. James and Risto Miikkulainen
In G. Tesauro, D. S. Touretzky, and T. K. Leen, editors,
Advances in Neural Information Processin...
1995
Script-Based Inference And Memory Retrieval In Subsymbolic Story Processing
Risto Miikkulainen
Applied Intelligence
:137-163, 1995.
1995
Visual Schemas In Object Recognition And Scene Analysis
Risto Miikkulainen and Wee Kheng Leow
In M. A. Arbib, editors,
The Handbook of Brain Theory and Neural Networks
, 1029--1031, Cambri...
1995
Visualizing High-Dimensional Structure with the Incremental Grid Growing Network
Justine Blackmore
Masters Thesis, Department of Computer Sciences, The University of Texas at Austin, Austin, TX, 1995...
1995
Visualizing High-Dimensional Structure With The Incremental Grid Growing Neural Network
Justine Blackmore and Risto Miikkulainen
In Armand Prieditis and Stuart Russell, editors,
Machine Learning: Proceedings of the 12th Annual...
1995
A Connectionist Corpus-Based Approach to the Building of Word Representations
Rupert L. Tang
Technical Report HR-94-01, Department of Computer Science, The University of Texas at Austin, 1994.
1994
Cooperative Self-Organization Of Afferent And Lateral Connections In Cortical Maps
Joseph Sirosh and Risto Miikkulainen
Biological Cybernetics
:66-78, 1994.
1994
Evolutionary Neural Networks For Value Ordering In Constraint Satisfaction Problems
David E. Moriarty and Risto Miikkulainen
Technical Report AI94-218, Department of Computer Sciences, The University of Texas at Austin, 1994.
1994
Evolving Neural Networks To Focus Minimax Search
David E. Moriarty and Risto Miikkulainen
In
Proceedings of the Twelfth National Conference on Artificial Intelligence (AAAI-94)
, 1371-...
1994
Grounding Robotic Control With Genetic Neural Networks
Diane Law and Risto Miikkulainen
Technical Report AI94-223, Department of Computer Sciences, The University of Texas at Austin, 1994.
1994
Integrated Connectionist Models: Building AI Systems on Subsymbolic Foundations
Risto Miikkulainen
Honavar, V., and Uhr, L., editors,
Artificial Intelligence and Neural Networks: Steps Toward Prin...
1994
Lexical Disambiguation Based on Distributed Representations of Context Frequency
Marshall R. Mayberry III and Risto Miikkulainen
In Ashwin Ram and Kurt Eiselt, editors,
Proceedings of the 16th Annual Conference of the Cognitiv...
1994
Parsing Embedded Clauses with Distributed Neural Networks
Risto Miikkulainen and Dennis Bijwaard
In
Proceedings of the Twelfth National Conference on Artificial Intelligence
, 858-864, Januar...
1994
Parsing Embedded Clauses with Distributed Neural Networks
Risto Miikkulainen and Dennis Bijwaard
In
Proceedings of the Twelfth National Conference on Artificial Intelligence
, 858-864, Januar...
1994
Priming, Perceptual Reversal, And Circular Reaction In A Neural Network Model Of Schema-Based Vision
Wee Kheng Leow and Risto Miikkulainen
In Ashwin Ram and Kurt Eiselt, editors,
Proceedings of the 16th Annual Conference of the Cognitiv...
1994
Representing And Learning Visual Schemas In Neural Networks For Scene Analysis
Wee Kheng Leow and Risto Miikkulainen
In
Proceedings of the Workshop on Neural Architectures and Distributed {AI}: {F}rom Schema Assemb...
1994
Searle, Subsymbolic Functionalism And Synthetic Intelligence
Diane Law
Technical Report, Department of Computer Sciences, The University of Texas at Austin, Austin, TX, 19...
1994
Self-Organizing Feature Maps With Lateral Connections: Modeling Ocular Dominance
Joseph Sirosh and Risto Miikkulainen
In M. C. Mozer and P. Smolensky and D. S. Touretzky and J. L. Elman and A. S. Weigend, editors,
...
1994
The Capacity Of Convergence-Zone Episodic Memory
Mark Moll, Risto Miikkulainen, Jonathan Abbey
In
Proceedings of the Twelfth National Conference on Artificial Intelligence (AAAI-94)
, 68-73...
1994
Verb Inflections in German Child Language: A Connectionist Account
Gert Westermann and Risto Miikkulainen
In Ashwin Ram and Kurt Eiselt, editors,
Proceedings of the 16th Annual Conference of the Cognitiv...
1994
VISOR: Learning Visual Schemas In Neural Networks For Object Recognition And Scene Analysis
Wee Kheng Leow
PhD Thesis, Department of Computer Sciences, The University of Texas at Austin, Austin, TX, June 199...
1994
VISOR: Schema-Based Scene Analysis With Structured Neural Networks
Wee Kheng Leow and Risto Miikkulainen
Neural Processing Letters
, 1:18--23, 1994.
1994
How Lateral Interaction Develops In A Self-Organizing Feature Map
Joseph Sirosh and Risto Miikkulainen
In
Proceedings of the IEEE International Conference on Neural Networks (San Francisco, CA)
, 1...
1993
Incremental Grid Growing: Encoding High-Dimensional Structure Into A Two-Dimensional Feature Map
Justine Blackmore and Risto Miikkulainen
In
Proceedings of the IEEE International Conference on Neural Networks (San Francisco, CA)
, 4...
1993
Multi-Level Neural Network Language Translator
James A. Bednar
Technical Report HR-93-01, Department of Computer Sciences, The University of Texas at Austin, 1993.
1993
Representing Visual Schemas in Neural Networks for Scene Analysis
Wee Kheng Leow and Risto Miikkulainen
In
Proceedings of the IEEE Conference on Neural Networks (ICNN-93)
, 1612-1617, San Francisco,...
1993
Subsymbolic Natural Language Processing: An Integrated Model Of Scripts, Lexicon, And Memory
Risto Miikkulainen
, Cambridge, MA, 1993. MIT Press.
1993
Data Rectification Using Recurrent (Elman) Neural Networks
Thomas W. Karjala, David M. Himmelblau and Risto Miikkulainen
In
Proceedings of the International Joint Conference on Neural Networks (IJCNN-92)
, II, 901--...
1992
Trace Feature Map: A Model Of Episodic Associative Memory
Risto Miikkulainen
Biological Cybernetics
, 66:273--282, 1992.
1992
A Neural Network For Attentional Spotlight
Wee Kheng Leow and Risto Miikkulainen
In
Proceedings of the International Joint Conference on Neural Networks (Singapore)
(AI91-165)...
1991
Evolving Finite State Behavior using Marker-Based Genetic Encoding of Neural Networks
Brad Fullmer
Technical Report HR-91-01, Department of Computer Science, The University of Texas at Austin, 1991.
1991
Natural Language Processing With Modular PDP Networks And Distributed Lexicon
Risto Miikkulainen and Michael G. Dyer
Cognitive Science
, 15:343-399, 1991.
1991
Self-Organizing Process Based On Lateral Inhibition And Synaptic Resource Redistribution
Risto Miikkulainen
In Teuvo Kohonen and Kai M{"a}kisara and Olli Simula and Jari Kangas, editors,
Proceedings of the...
1991
Using Marker-Based Genetic Encoding Of Neural Networks To Evolve Finite-State Behaviour
Brad Fullmer and Risto Miikkulainen
In Francisco J. Varela and Paul Bourgine, editors,
Toward a Practice of Autonomous Systems: {P}ro...
1991
A PDP Architecture For Processing Sentences With Relative Clauses
Risto Miikkulainen
In
Proceedings of the 13th International Conference on Computational Linguistics (COLING-90)
,...
1990
DISCERN: A Distributed Artificial Neural Network Model Of Script Processing And Memory
Risto Miikkulainen
PhD Thesis, University of California, 1990. 334.
1990
Distributed Connectionist Knowledge Representations in Script/Goal-Based Story Understanding
Geunbae Lee and Risto Miikkulainen
In
Proceedings of Seoul International Conference on Natural Language Processing (SICONLP-90)
,...
1990
Script Recognition With Hierarchical Feature Maps
Risto Miikkulainen
Connection Science
, 2:83-101, 1990.
1990