neural networks research group
areas
demos
people
projects
publications
software
Igor Karpov
Email:
ikarpov [at] cs utexas edu
Homepage:
http://www.cs.utexas.edu/~ikarpov
Publications
Coevolving Strategies for General Game Playing
(2007)
Integration and Evaluation of Exploration-Based Learning in Games
(2006)
Incorporating Advice into Neuroevolution of Adaptive Agents
(2006)
Real-Time Evolution of Neural Networks in the NERO Video Game
(2006)
Computational Intelligence in Games
(2006)
Projects
Constructing Intelligent Agents in Simulated Worlds
Leveraging Human Creativity with Machine Discovery
Neuroevolution in Real Time Games
NERO: NeuroEvolving Robotic Operatives
NEAT: Evolving Increasingly Complex Neural Network Topologies
Areas of Interest
Reinforcement Learning
Neuroevolution
Cognitive Science
Game Playing
Evolutionary Computation
Software
OpenNERO