Extending Differential Temporal Difference Methods for Episodic Problems

Kris De Asis, Mohamed Elsayed, Jiamin He

Differential temporal difference (TD) methods are value-based reinforcement learning algorithms that have been proposed for infinite-horizon problems. They rely on reward centering…