Oral "offline reinforcement learning" Papers
12 papers found
Conference
A Clean Slate for Offline Reinforcement Learning
Matthew T Jackson, Uljad Berdica, Jarek Liesen et al.
NEURIPS 2025oralarXiv:2504.11453
2
citations
Behavioral Entropy-Guided Dataset Generation for Offline Reinforcement Learning
Wesley Suttle, Aamodh Suresh, Carlos Nieto-Granda
ICLR 2025oralarXiv:2502.04141
4
citations
Scalable Decision-Making in Stochastic Environments through Learned Temporal Abstraction
Baiting Luo, Ava Pettet, Aron Laszka et al.
ICLR 2025oralarXiv:2502.21186
3
citations
Scaling Offline Model-Based RL via Jointly-Optimized World-Action Model Pretraining
Jie Cheng, Ruixi Qiao, ma yingwei et al.
ICLR 2025oralarXiv:2410.00564
8
citations
Semantic Temporal Abstraction via Vision-Language Model Guidance for Efficient Reinforcement Learning
Tian-Shuo Liu, Xu-Hui Liu, Ruifeng Chen et al.
ICLR 2025oral
State-Covering Trajectory Stitching for Diffusion Planners
Kyowoon Lee, Jaesik Choi
NEURIPS 2025oralarXiv:2506.00895
4
citations
Structural Information-based Hierarchical Diffusion for Offline Reinforcement Learning
Xianghua Zeng, Hao Peng, Yicheng Pan et al.
NEURIPS 2025oralarXiv:2509.21942
Tackling Data Corruption in Offline Reinforcement Learning via Sequence Modeling
Jiawei Xu, Rui Yang, Shuang Qiu et al.
ICLR 2025oralarXiv:2407.04285
4
citations
Temporal Distance-aware Transition Augmentation for Offline Model-based Reinforcement Learning
Dongsu Lee, Minhae Kwon
ICML 2025oralarXiv:2505.13144
3
citations
Temporal Logic-Based Multi-Vehicle Backdoor Attacks against Offline RL Agents in End-to-end Autonomous Driving
Xuan Chen, Shiwei Feng, Zikang Xiong et al.
NEURIPS 2025oralarXiv:2509.16950
2
citations
Offline Actor-Critic Reinforcement Learning Scales to Large Models
Jost Tobias Springenberg, Abbas Abdolmaleki, Jingwei Zhang et al.
ICML 2024oralarXiv:2402.05546
35
citations
Temporal Logic Specification-Conditioned Decision Transformer for Offline Safe Reinforcement Learning
Zijian Guo, Weichao Zhou, Wenchao Li
ICML 2024oralarXiv:2402.17217
5
citations