Piotr J. Gmytrasiewicz

Nonparametric Bayesian Learning of Other Agents? Policies in Interactive POMDPs

2015 · Adaptive Agents and Multi-Agents Systems

We consider an autonomous POMDP agent facing a multiagent environment with unknown opponents, that are modeled as finite state controllers. The agent first learns the models from (imperfectly) observed behavior, and subsequently exploits them in …