A Finite Time Analysis of Temporal Difference Learning With Linear Function Approximation.

Jalaj Bhandari, Daniel Russo, Raghav Singal

Abstract: Temporal difference learning (TD) is a simple iterative algorithm used to estimate the value function corresponding to a given policy in a Markov decision process. Although TD is one of the most wi...