Stabilizing Temporal Difference Learning via Implicit Stochastic Recursion

Hwanwoo Kim, Panos Toulis, Eric Laber

Temporal difference (TD) learning is a foundational algorithm in reinforcement learning (RL). For nearly forty years, TD learning has served as a workhorse for applied RL as well a…