Towards Parameter-Free Temporal Difference Learning

Yunxiang Li, Mark Schmidt, Reza Babanezhad +1

Temporal difference (TD) learning is a fundamental algorithm for estimating value functions in reinforcement learning. Recent finite-time analyses of TD with linear function approx…