Optimal Value Inference for Reinforcement Learning

Nan Lu, Ethan Lee, James M. Robins +3

We study offline inference for the optimal value in reinforcement learning under finite state and action spaces. Two new nuisances are derived as fixed points of a self-induced Bel…