ChronosPerseus: Randomized Point-based Value Iteration with Importance Sampling for POSMDPs

Richard Kohar, François Rivest, Alain Gosselin

In reinforcement learning, agents have successfully used environments modeled with Markov decision processes (MDPs). However, in many problem domains, an agent may suffer from nois…