Optimal Value Inference for Reinforcement Learning

Nan Lu, Ethan Lee, James M. Robins +2

We study offline inference for the optimal value in reinforcement learning. Two new nuisances are derived as fixed points of a self-induced Bellman equation, in which we approximat…