Analysis of Agent Expertise in Ms. Pac-Man using Value-of-Information-based Policies

28 Feb 2017Isaac J. SledgeJose C. Principe

Conventional reinforcement learning methods for Markov decision processes rely on weakly-guided, stochastic searches to drive the learning process. It can therefore be difficult to predict what agent behaviors might emerge... (read more)

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