Chi-square Tests Driven Method for Learning the Structure of Factored MDPs

Thomas Degris, Olivier Sigaud, Pierre-Henri Wuillemin

SDYNA is a general framework designed to address large stochastic reinforcement learning problems. Unlike previous model based methods in FMDPs, it incrementally learns the structu…