Finite-Time Performance of Distributed Temporal Difference Learning with Linear Function Approximation

25 July 2019

Papers citing "Finite-Time Performance of Distributed Temporal Difference Learning with Linear Function Approximation"

15 / 15 papers shown

Title
A primal-dual perspective for distributed TD-learning Han-Dong Lim Donghwan Lee 81 1 0 01 Oct 2023
Finite-Sample Analysis of Proximal Gradient TD Algorithms Bo Liu Ji Liu Mohammad Ghavamzadeh Sridhar Mahadevan Marek Petrik 59 158 0 06 Jun 2020
Characterizing the Exact Behaviors of Temporal Difference Learning Algorithms Using Markov Jump Linear System Theory Bin Hu U. Syed 67 58 0 16 Jun 2019
Target-Based Temporal Difference Learning Donghwan Lee Niao He OOD 63 31 0 24 Apr 2019
Finite-Time Error Bounds For Linear Stochastic Approximation and TD Learning R. Srikant Lei Ying 63 252 0 03 Feb 2019
A Finite Time Analysis of Temporal Difference Learning With Linear Function Approximation Jalaj Bhandari Daniel Russo Raghav Singal 104 339 0 06 Jun 2018
Multi-Agent Reinforcement Learning via Double Averaging Primal-Dual Optimization Hoi-To Wai Zhuoran Yang Zhaoran Wang Mingyi Hong 56 170 0 03 Jun 2018
Fully Decentralized Multi-Agent Reinforcement Learning with Networked Agents Kai Zhang Zhuoran Yang Han Liu Tong Zhang Tamer Basar 75 589 0 23 Feb 2018
Least-Squares Temporal Difference Learning for the Linear Quadratic Regulator Stephen Tu Benjamin Recht OffRL 62 131 0 22 Dec 2017
Network Topology and Communication-Computation Tradeoffs in Decentralized Optimization A. Nedić Alexander Olshevsky Michael G. Rabbat 60 509 0 26 Sep 2017
Deep Reinforcement Learning for Robotic Manipulation with Asynchronous Off-Policy Updates S. Gu E. Holly Timothy Lillicrap Sergey Levine OffRL SSL 114 1,480 0 03 Oct 2016
DeepDriving: Learning Affordance for Direct Perception in Autonomous Driving Chenyi Chen Ari Seff A. Kornhauser Jianxiong Xiao 99 1,762 0 01 May 2015
Distributed Policy Evaluation Under Multiple Behavior Strategies Sergio Valcarcel Macua Jianshu Chen S. Zazo Ali H. Sayed 108 103 0 30 Dec 2013
Distributed Reinforcement Learning via Gossip Adwaitvedant S. Mathkar Vivek Borkar FedML 83 60 0 28 Oct 2013
$QD$ -Learning: A Collaborative Distributed Strategy for Multi-Agent Reinforcement Learning Through Consensus + Innovations S. Kar José M. F. Moura H. Vincent Poor 94 189 0 30 Apr 2012