Probabilistic Inference in Reinforcement Learning Done Right

Jean Tarbouriech, Tor Lattimore, Brendan O'Donoghue

A popular perspective in Reinforcement learning (RL) casts the problem as probabilistic inference on a graphical model of the Markov decision process (MDP). The core object of stud…