NNRG People - Igor Karpov

neural networks research group

Igor Karpov

Email:

ikarpov [at] cs utexas edu

Homepage:

http://www.cs.utexas.edu/~ikarpov

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)

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