Adaptive Temporal Difference Learning with Linear Function Approximation

Tao Sun, Han Shen, Tianyi Chen +1

This paper revisits the temporal difference (TD) learning algorithm for the policy evaluation tasks in reinforcement learning. Typically, the performance of TD(0) and TD($\lambda$) is ve…