Global Convergence of Policy Gradient for Linear-Quadratic Mean-Field Control/Game in Continuous Time

16 August 2020

Papers citing "Global Convergence of Policy Gradient for Linear-Quadratic Mean-Field Control/Game in Continuous Time"

7 / 7 papers shown

Title
A Policy Gradient Framework for Stochastic Optimal Control Problems with Global Convergence Guarantee Mo Zhou Jian-Xiong Lu 38 7 0 11 Feb 2023
Towards a Theoretical Foundation of Policy Optimization for Learning Control Policies Bin Hu Kaipeng Zhang Na Li M. Mesbahi Maryam Fazel Tamer Bacsar 87 27 0 10 Oct 2022
Policy Gradient and Actor-Critic Learning in Continuous Time and Space: Theory and Algorithms Yanwei Jia X. Zhou OffRL 34 79 0 22 Nov 2021
Neural PPO-Clip Attains Global Optimality: A Hinge Loss Perspective Nai-Chieh Huang Ping-Chun Hsieh Kuo-Hao Ho Hsuan-Yu Yao Kai-Chun Hu Liang-Chun Ouyang I-Chen Wu 32 1 0 26 Oct 2021
Efficient Model-Based Multi-Agent Mean-Field Reinforcement Learning Barna Pásztor Ilija Bogunovic Andreas Krause 28 41 0 08 Jul 2021
Policy Mirror Descent for Regularized Reinforcement Learning: A Generalized Framework with Linear Convergence Wenhao Zhan Shicong Cen Baihe Huang Yuxin Chen Jason D. Lee Yuejie Chi 21 76 0 24 May 2021
Linear Convergence of Gradient and Proximal-Gradient Methods Under the Polyak-Łojasiewicz Condition Hamed Karimi J. Nutini Mark Schmidt 139 1,204 0 16 Aug 2016