UTCS Artificial Intelligence
Multimodal Behavior in Imprison Ms. Pac-Man (2014)
Author: Jacob Schrum
schrum2 [at] southwestern edu
Learning Strategic Behavior in Sequential Decision Tasks
2009 - 2014
The Role of Emotion and Communication in Cooperative Behavior
2013 - 2016
Solving Multiple Isolated, Interleaved, and Blended Tasks through Modular Neuroevolution
Jacob Schrum and Risto Miikkulainen, To Appear In
(2016). MIT Press. pre-print awaiting publication in Evolutionary Computation Journal.
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)
, pp. 345--352, Madrid, Spain, July 2015. Best Paper: Digital Entertainment and Arts.
Evolving Multimodal Behavior Through Modular Multiobjective Neuroevolution
Jacob Schrum, PhD Thesis, The University of Texas at Austin. Tech Report TR-14-07.
Modular Multiobjective NEAT is a software framework in Java that builds on the basic principles of