Adaptive Lambda Least-Squares Temporal Difference Learning

Timothy A. Mann, Hugo Penedones, Shie Mannor +1

Temporal Difference learning or TD($\lambda$) is a fundamental algorithm in the field of reinforcement learning. However, setting TD's $\lambda$ parameter, which controls the timescale of TD u…