| Statistically Efficient Variance Reduction with Double Policy Estimation for Off-Policy Evaluation in Sequence-Modeled Reinforcement Learning | Aug 28, 2023 | D4RLOff-policy evaluation | —Unverified | 0 |
| STITCH-OPE: Trajectory Stitching with Guided Diffusion for Off-Policy Evaluation | May 27, 2025 | D4RLDenoising | —Unverified | 0 |
| SUMO: Search-Based Uncertainty Estimation for Model-Based Offline Reinforcement Learning | Aug 23, 2024 | D4RLOffline RL | —Unverified | 0 |
| Model-based Offline Reinforcement Learning with Lower Expectile Q-Learning | Jun 30, 2024 | D4RLOffline RL | —Unverified | 0 |
| Taming OOD Actions for Offline Reinforcement Learning: An Advantage-Based Approach | May 8, 2025 | D4RLDecision Making | —Unverified | 0 |
| Task-agnostic Decision Transformer for Multi-type Agent Control with Federated Split Training | May 22, 2024 | AI AgentAutonomous Driving | —Unverified | 0 |
| Temporal Distance-aware Transition Augmentation for Offline Model-based Reinforcement Learning | May 19, 2025 | D4RLModel-based Reinforcement Learning | —Unverified | 0 |
| Towards Robust Policy: Enhancing Offline Reinforcement Learning with Adversarial Attacks and Defenses | May 18, 2024 | D4RLOffline RL | —Unverified | 0 |
| UDQL: Bridging The Gap between MSE Loss and The Optimal Value Function in Offline Reinforcement Learning | Jun 5, 2024 | D4RLOffline RL | —Unverified | 0 |
| Uncertainty Regularized Policy Learning for Offline Reinforcement Learning | Sep 29, 2021 | D4RLOffline RL | —Unverified | 0 |
