NeurIPS 2020

Decentralized TD Tracking with Linear Function Approximation and its Finite-Time Analysis

Meta Review

This paper is theoretical work that provides finite time analysis for decentralised TD learning. The reviewers and myself, although not anonymously, think this contribution may be significant and interesting to the community due to recent interest in the finite time analysis of TD algorithms and (linear) function approximation. We request the authors to address the changes required in the manuscript. The authors propose a distributed method for safety. The reviewers and myself were not convinced that this paper proposes a novel method, specifically, due to lack of proper comparison to previous work. I thank both the authors and reviewers for their efforts.