Safe Offline Reinforcement Learning with Real-Time Budget Constraints

Safe Offline Reinforcement Learning with Real-Time Budget Constraints

1 June 2023

Qian Lin

Chao Yu

Papers citing "Safe Offline Reinforcement Learning with Real-Time Budget Constraints"

16 / 16 papers shown

Title
Reward-Safety Balance in Offline Safe RL via Diffusion Regularization Junyu Guo Zhi Zheng Donghao Ying Ming Jin Shangding Gu C. Spanos Javad Lavaei OffRL 45 0 0 18 Feb 2025
From Uncertain to Safe: Conformal Fine-Tuning of Diffusion Models for Safe PDE Control Peiyan Hu Xiaowei Qian Wenhao Deng Rui Wang Haodong Feng ... Tao Zhang Long Wei Yue Wang Zhi-Ming Ma Tailin Wu AI4CE 111 0 0 04 Feb 2025
An Offline Adaptation Framework for Constrained Multi-Objective Reinforcement Learning Qian Lin Zongkai Liu Danying Mo Chao Yu OffRL 18 0 0 16 Sep 2024
OASIS: Conditional Distribution Shaping for Offline Safe Reinforcement Learning Yi-Fan Yao Zhepeng Cen Wenhao Ding Hao-ming Lin Shiqi Liu Tingnan Zhang Wenhao Yu Ding Zhao OffRL OnRL 44 0 0 19 Jul 2024
FOSP: Fine-tuning Offline Safe Policy through World Models Chenyang Cao Yucheng Xin Silang Wu Longxiang He Zichen Yan Junbo Tan Xueqian Wang OffRL 42 0 0 06 Jul 2024
Cooperative Backdoor Attack in Decentralized Reinforcement Learning with Theoretical Guarantee Mengtong Gao Yifei Zou Zuyuan Zhang Xiuzhen Cheng Dongxiao Yu AAML 24 4 0 24 May 2024
Offline Goal-Conditioned Reinforcement Learning for Safety-Critical Tasks with Recovery Policy Chenyang Cao Zichen Yan Renhao Lu Junbo Tan Xueqian Wang OffRL 31 2 0 04 Mar 2024
Off-Policy Primal-Dual Safe Reinforcement Learning Zifan Wu Bo Tang Qian Lin Chao Yu Shangqin Mao Qianlong Xie Xingxing Wang Dong Wang OffRL 11 3 0 26 Jan 2024
Safe Offline Reinforcement Learning with Feasibility-Guided Diffusion Model Yinan Zheng Jianxiong Li Dongjie Yu Yujie Yang Shengbo Eben Li Xianyuan Zhan Jingjing Liu OffRL 22 23 0 19 Jan 2024
Constraint-Conditioned Policy Optimization for Versatile Safe Reinforcement Learning Yi-Fan Yao Zuxin Liu Zhepeng Cen Jiacheng Zhu Wenhao Yu Tingnan Zhang Ding Zhao OffRL 15 12 0 05 Oct 2023
Trustworthy Reinforcement Learning Against Intrinsic Vulnerabilities: Robustness, Safety, and Generalizability Mengdi Xu Zuxin Liu Peide Huang Wenhao Ding Zhepeng Cen Bo-wen Li Ding Zhao 61 45 0 16 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 105 231 0 20 May 2022
Planning with Diffusion for Flexible Behavior Synthesis Michael Janner Yilun Du J. Tenenbaum Sergey Levine DiffM 196 622 0 20 May 2022
COMBO: Conservative Offline Model-Based Policy Optimization Tianhe Yu Aviral Kumar Rafael Rafailov Aravind Rajeswaran Sergey Levine Chelsea Finn OffRL 194 412 0 16 Feb 2021
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 321 1,944 0 04 May 2020
Deep Dynamics Models for Learning Dexterous Manipulation Anusha Nagabandi K. Konolige Sergey Levine Vikash Kumar 143 404 0 25 Sep 2019