Near-Optimal BRL using Optimistic Local Transitions

Mauricio Araya, Olivier Buffet, Vincent Thomas

Model-based Bayesian Reinforcement Learning (BRL) allows a found formalization of the problem of acting optimally while facing an unknown environment, i.e., avoiding the exploratio…