OASIS: Conditional Distribution Shaping for Offline Safe Reinforcement
Learning

OASIS: Conditional Distribution Shaping for Offline Safe Reinforcement Learning

19 July 2024

Tingnan Zhang

Wenhao Yu

Ding Zhao

Papers citing "OASIS: Conditional Distribution Shaping for Offline Safe Reinforcement Learning"

8 / 8 papers shown

Title
A Survey of Constraint Formulations in Safe Reinforcement Learning Akifumi Wachi Xun Shen Yanan Sui 21 10 0 03 Feb 2024
Guided Online Distillation: Promoting Safe Reinforcement Learning by Offline Demonstration Jinning Li Xinyi Liu Banghua Zhu Jiantao Jiao M. Tomizuka Chen Tang Wei Zhan OffRL OnRL 58 9 0 18 Sep 2023
GUARD: A Safe Reinforcement Learning Benchmark Weiye Zhao Rui Chen Yifan Sun Ruixuan Liu Tianhao Wei Changliu Liu 33 12 0 23 May 2023
Synthetic Experience Replay Cong Lu Philip J. Ball Yee Whye Teh Jack Parker-Holder OffRL 81 65 0 12 Mar 2023
Spatial-Temporal-Aware Safe Multi-Agent Reinforcement Learning of Connected Autonomous Vehicles in Challenging Scenarios Zhili Zhang Songyang Han Jiangwei Wang Fei Miao 30 19 0 05 Oct 2022
Sampling is as easy as learning the score: theory for diffusion models with minimal data assumptions Sitan Chen Sinho Chewi Jungshian Li Yuanzhi Li Adil Salim Anru R. Zhang DiffM 123 245 0 22 Sep 2022
A Review of Safe Reinforcement Learning: Methods, Theory and Applications Shangding Gu Longyu Yang Yali Du Guang Chen Florian Walter Jun Wang Alois C. Knoll OffRL AI4TS 108 231 0 20 May 2022
Planning with Diffusion for Flexible Behavior Synthesis Michael Janner Yilun Du J. Tenenbaum Sergey Levine DiffM 202 622 0 20 May 2022