Deterministic Policies for Constrained Reinforcement Learning in Polynomial-Time

23 May 2024

Papers citing "Deterministic Policies for Constrained Reinforcement Learning in Polynomial-Time"

11 / 11 papers shown

Title
Polynomial-Time Approximability of Constrained Reinforcement Learning Jeremy McMahan 403 0 0 11 Feb 2025
Anytime-Constrained Reinforcement Learning Jeremy McMahan Xiaojin Zhu 51 5 0 09 Nov 2023
Near-Optimal Sample Complexity Bounds for Constrained MDPs Sharan Vaswani Lin F. Yang Csaba Szepesvári 78 36 0 13 Jun 2022
Achieving Zero Constraint Violation for Constrained Reinforcement Learning via Conservative Natural Policy Gradient Primal-Dual Algorithm Qinbo Bai Amrit Singh Bedi Vaneet Aggarwal 62 24 0 12 Jun 2022
Reinforcement Learning with Almost Sure Constraints Agustin Castellano Hancheng Min J. Bazerque Enrique Mallada 71 15 0 09 Dec 2021
Learning with Safety Constraints: Sample Complexity of Reinforcement Learning for Constrained MDPs Aria HasanzadeZonuzy Archana Bura D. Kalathil S. Shakkottai 52 40 0 01 Aug 2020
Constrained episodic reinforcement learning in concave-convex and knapsack settings Kianté Brantley Miroslav Dudík Thodoris Lykouris Sobhan Miryoosefi Max Simchowitz Aleksandrs Slivkins Wen Sun OffRL 70 52 0 09 Jun 2020
Safe Reinforcement Learning via Projection on a Safe Set: How to Achieve Optimality? S. Gros Mario Zanon Alberto Bemporad 34 55 0 02 Apr 2020
Constrained Reinforcement Learning Has Zero Duality Gap Santiago Paternain Luiz F. O. Chamon Miguel Calvo-Fullana Alejandro Ribeiro 59 193 0 29 Oct 2019
Resource Constrained Deep Reinforcement Learning Abhinav Bhatia Pradeep Varakantham Akshat Kumar 61 47 0 03 Dec 2018
Deep Reinforcement Learning for Resource Management in Network Slicing Rongpeng Li Zhifeng Zhao Qi Sun C. I Chenyang Yang Xianfu Chen Minjian Zhao Honggang Zhang 42 270 0 17 May 2018