Constrained Reinforcement Learning via Dissipative Saddle Flow Dynamics

3 December 2022

Papers citing "Constrained Reinforcement Learning via Dissipative Saddle Flow Dynamics"

4 / 4 papers shown

Title
Last-Iterate Global Convergence of Policy Gradients for Constrained Reinforcement Learning Alessandro Montenegro Marco Mussi Matteo Papini Alberto Maria Metelli BDL 40 1 0 15 Jul 2024
Dissipative Gradient Descent Ascent Method: A Control Theory Inspired Algorithm for Min-max Optimization Tianqi Zheng Nicolas Loizou Pengcheng You Enrique Mallada 34 1 0 14 Mar 2024
Last-Iterate Convergent Policy Gradient Primal-Dual Methods for Constrained MDPs Dongsheng Ding Chen-Yu Wei Kaipeng Zhang Alejandro Ribeiro 46 19 0 20 Jun 2023
Achieving Zero Constraint Violation for Constrained Reinforcement Learning via Primal-Dual Approach Qinbo Bai Amrit Singh Bedi Mridul Agarwal Alec Koppel Vaneet Aggarwal 107 56 0 13 Sep 2021