Entropic Risk-Aware Monte Carlo Tree Search

Pedro P. Santos, Jacopo Silvestrin, Alberto Sardinha +1

We propose a provably correct Monte Carlo tree search (MCTS) algorithm for solving risk-aware Markov decision processes (MDPs) with entropic risk measure (ERM) objectives. We provi…