Multimodal Behavior in Imprison Ms. Pac-Man (2014)
Author: Jacob Schrum
People
Jacob Schrum Ph.D. Alumni schrum2 [at] southwestern edu
Projects
Learning Strategic Behavior in Sequential Decision Tasks 2009 - 2014
The Role of Emotion and Communication in Cooperative Behavior 2013 - 2016
Publications
Solving Multiple Isolated, Interleaved, and Blended Tasks through Modular Neuroevolution 2016
Jacob Schrum and Risto Miikkulainen, Evolutionary Computation, Vol. 24, 3 (2016), pp. 459--490. MIT Press.
Solving Interleaved and Blended Sequential Decision-Making Problems through Modular Neuroevolution 2015
Jacob Schrum and Risto Miikkulainen, In Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2015), pp. 345--352, Madrid, Spain, July 2015. Best Paper: Digital Entertainment and Arts.
Evolving Multimodal Behavior Through Modular Multiobjective Neuroevolution 2014
Jacob Schrum, PhD Thesis, The University of Texas at Austin. Tech Report TR-14-07.
Software/Data
MM-NEAT Download at GitHub

Modular Multiobjective NEAT is a software fra... 		2014
Related Areas
Applications Game Playing Multiobjective Optimization Neuroevolution Reinforcement Learning
Labs
Neural Networks