Multimodal Behavior in One Life Ms. Pac-Man (2014)
Author: Jacob Schrum
Jacob Schrum Ph.D. Alumni schrum2 [at] southwestern edu
Discovering Multimodal Behavior in Ms. Pac-Man through Evolution of Modular Neural Networks 2015
Jacob Schrum and Risto Miikkulainen, To Appear In IEEE Transactions on Computational Intelligence and AI in Games (2015).
Solving Interleaved and Blended Sequential Decision-Making Problems through Modular Neuroevolution 2015
Jacob Schrum and Risto Miikkulainen, To Appear In Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2015), Madrid, Spain, July 2015.
Evolving Multimodal Behavior Through Modular Multiobjective Neuroevolution 2014
Jacob Schrum, PhD Thesis, The University of Texas at Austin. Tech Report TR-14-07.
Evolving Multimodal Behavior With Modular Neural Networks in Ms. Pac-Man 2014
Jacob Schrum and Risto Miikkulainen, In Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2014), pp. 325--332, Vancouver, BC, Canada, July 2014. Best Paper: Digital Entertainment and Arts.
MM-NEAT Modular Multiobjective NEAT is a software framework in Java that builds on the basic principles of 2014