neural networks research group
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Multimodal Behavior in One Life Ms. Pac-Man (2014)
Author: Jacob Schrum
People
Jacob Schrum Ph.D. Alumni schrum2 [at] southwestern edu
Projects
The Role of Emotion and Communication in Cooperative Behavior 2013 - 2016
Learning Strategic Behavior in Sequential Decision Tasks 2009 - 2014
Publications
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
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
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
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
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
Software/Data
MM-NEAT Download at GitHub

Modular Multiobjective NEAT is a software fra... 		2014
Areas of Interest
Neuroevolution Multiobjective Optimization Reinforcement Learning Game Playing
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