Robust and Adaptive Temporal-Difference Learning Using An Ensemble of Gaussian Processes

Qin Lu, Georgios B. Giannakis

Value function approximation is a crucial module for policy evaluation in reinforcement learning when the state space is large or continuous. The present paper takes a generative p…