Stochastic Primal-Dual Methods and Sample Complexity of Reinforcement Learning

8 December 2016

Papers citing "Stochastic Primal-Dual Methods and Sample Complexity of Reinforcement Learning"

13 / 13 papers shown

Title
A Two-Timescale Primal-Dual Framework for Reinforcement Learning via Online Dual Variable Guidance Axel Friedrich Wolter Tobias Sutter OffRL 37 0 0 07 May 2025
Model-Based Safe Reinforcement Learning with Time-Varying State and Control Constraints: An Application to Intelligent Vehicles Xinglong Zhang Yaoqian Peng Biao Luo Wei Pan Xin Xu Haibin Xie 27 11 0 18 Dec 2021
New Versions of Gradient Temporal Difference Learning Dong-hwan Lee Han-Dong Lim Jihoon Park Okyong Choi 34 5 0 09 Sep 2021
Near Optimal Policy Optimization via REPS Aldo Pacchiano Jonathan Lee Peter L. Bartlett Ofir Nachum 23 3 0 17 Mar 2021
Efficient Planning in Large MDPs with Weak Linear Function Approximation R. Shariff Csaba Szepesvári 14 22 0 13 Jul 2020
Global Convergence and Variance-Reduced Optimization for a Class of Nonconvex-Nonconcave Minimax Problems Junchi Yang Negar Kiyavash Niao He 25 83 0 22 Feb 2020
Reinforcement Learning via Fenchel-Rockafellar Duality Ofir Nachum Bo Dai OffRL 16 118 0 07 Jan 2020
Multi-Agent Reinforcement Learning: A Selective Overview of Theories and Algorithms Kaipeng Zhang Zhuoran Yang Tamer Basar 55 1,181 0 24 Nov 2019
Doubly Robust Bias Reduction in Infinite Horizon Off-Policy Estimation Ziyang Tang Yihao Feng Lihong Li Dengyong Zhou Qiang Liu OffRL 25 67 0 16 Oct 2019
Multi-Agent Reinforcement Learning via Double Averaging Primal-Dual Optimization Hoi-To Wai Zhuoran Yang Zhaoran Wang Mingyi Hong 30 169 0 03 Jun 2018
SBEED: Convergent Reinforcement Learning with Nonlinear Function Approximation Bo Dai Albert Eaton Shaw Lihong Li Lin Xiao Niao He Zhen Liu Jianshu Chen Le Song 29 25 0 29 Dec 2017
Boosting the Actor with Dual Critic Bo Dai Albert Eaton Shaw Niao He Lihong Li Le Song 32 46 0 29 Dec 2017
Deep Primal-Dual Reinforcement Learning: Accelerating Actor-Critic using Bellman Duality W. Cho Mengdi Wang OffRL 17 14 0 07 Dec 2017