Offline Constrained Reinforcement Learning under Partial Data Coverage

23 May 2025

Papers citing "Offline Constrained Reinforcement Learning under Partial Data Coverage"

13 / 13 papers shown

Title
Offline RL via Feature-Occupancy Gradient Ascent Gergely Neu Nneka Okolo OffRL 67 1 0 22 May 2024
A Primal-Dual Algorithm for Offline Constrained Reinforcement Learning with Linear MDPs Kihyuk Hong Ambuj Tewari OffRL 48 4 0 07 Feb 2024
Offline Primal-Dual Reinforcement Learning for Linear MDPs Germano Gabbianelli Gergely Neu Nneka Okolo Matteo Papini OffRL 66 8 0 22 May 2023
Importance Weighted Actor-Critic for Optimal Conservative Offline Reinforcement Learning Hanlin Zhu Paria Rashidinejad Jiantao Jiao OffRL 82 17 0 30 Jan 2023
Optimal Conservative Offline RL with General Function Approximation via Augmented Lagrangian Paria Rashidinejad Hanlin Zhu Kunhe Yang Stuart J. Russell Jiantao Jiao OffRL 141 29 0 01 Nov 2022
Efficient Global Planning in Large MDPs via Stochastic Primal-Dual Optimization Gergely Neu Nneka Okolo 68 7 0 21 Oct 2022
Offline Reinforcement Learning Under Value and Density-Ratio Realizability: The Power of Gaps Jinglin Chen Nan Jiang OffRL 77 35 0 25 Mar 2022
Offline Reinforcement Learning with Realizability and Single-policy Concentrability Wenhao Zhan Baihe Huang Audrey Huang Nan Jiang Jason D. Lee OffRL 229 107 0 09 Feb 2022
Adversarially Trained Actor Critic for Offline Reinforcement Learning Ching-An Cheng Tengyang Xie Nan Jiang Alekh Agarwal OffRL 57 129 0 05 Feb 2022
Bellman-consistent Pessimism for Offline Reinforcement Learning Tengyang Xie Ching-An Cheng Nan Jiang Paul Mineiro Alekh Agarwal OffRL LRM 105 275 0 13 Jun 2021
Bridging Offline Reinforcement Learning and Imitation Learning: A Tale of Pessimism Paria Rashidinejad Banghua Zhu Cong Ma Jiantao Jiao Stuart J. Russell OffRL 170 284 0 22 Mar 2021
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 492 1,994 0 04 May 2020
Batch Policy Learning under Constraints Hoang Minh Le Cameron Voloshin Yisong Yue OffRL 53 328 0 20 Mar 2019