Minimax Weight Learning for Absorbing MDPs

Fengyin Li, Yuqiang Li, Xianyi Wu

Reinforcement learning policy evaluation problems are often modeled as finite or discounted/averaged infinite-horizon MDPs. In this paper, we study undiscounted off-policy policy e…