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 2016
Jacob Schrum and Risto Miikkulainen, IEEE Transactions on Computational Intelligence and AI in Games, Vol. 8, 1 (2016), pp. 67--81.
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.
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 Download at GitHub

Modular Multiobjective NEAT is a software f...
2014