Adaptive Policy Portfolios for Robust Markov Decision Processes

Kasper Engelen, Sebastian Junges, Guillermo A. Pérez +1

Robust Markov decision processes optimize one policy against a set of plausible transition functions. This can be conservative when the unknown dynamics are fixed and become partia…