UTCS Artificial Intelligence
courses
talks/events
demos
people
projects
publications
software/data
labs
areas
admin
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