Relative Entropy Regularized Policy Iteration

Abbas Abdolmaleki, Jost Tobias Springenberg, Jonas Degrave +5

We present an off-policy actor-critic algorithm for Reinforcement Learning (RL) that combines ideas from gradient-free optimization via stochastic search with learned action-value…