Temporal Logic Specification-Conditioned Decision Transformer for Offline Safe Reinforcement Learning

Temporal Logic Specification-Conditioned Decision Transformer for Offline Safe Reinforcement Learning

28 January 2025

Papers citing "Temporal Logic Specification-Conditioned Decision Transformer for Offline Safe Reinforcement Learning"

8 / 8 papers shown

Title
TeLoGraF: Temporal Logic Planning via Graph-encoded Flow Matching Yue Meng Chuchu Fan 35 0 0 01 May 2025
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
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
OmniSafe: An Infrastructure for Accelerating Safe Reinforcement Learning Research Jiaming Ji Jiayi Zhou Borong Zhang Juntao Dai Xuehai Pan Ruiyang Sun Weidong Huang Yiran Geng Mickel Liu Yaodong Yang OffRL 62 47 0 16 May 2023
Towards Safe Mechanical Ventilation Treatment Using Deep Offline Reinforcement Learning Flemming Kondrup Thomas Jiralerspong Elaine Lau Nathan de Lara Jacob Shkrob My Duc Tran Doina Precup Sumana Basu OffRL 50 23 0 05 Oct 2022
Q-learning Decision Transformer: Leveraging Dynamic Programming for Conditional Sequence Modelling in Offline RL Taku Yamagata Ahmed Khalil Raúl Santos-Rodríguez OffRL 142 70 0 08 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 102 231 0 20 May 2022
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 321 1,662 0 04 May 2020