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| Taming OOD Actions for Offline Reinforcement Learning: An Advantage-Based Approach | May 8, 2025 | D4RLDecision Making | —Unverified | 0 | 0 |
| Task-agnostic Decision Transformer for Multi-type Agent Control with Federated Split Training | May 22, 2024 | AI AgentAutonomous Driving | —Unverified | 0 | 0 |
| Temporal Distance-aware Transition Augmentation for Offline Model-based Reinforcement Learning | May 19, 2025 | D4RLModel-based Reinforcement Learning | —Unverified | 0 | 0 |
| Towards Robust Policy: Enhancing Offline Reinforcement Learning with Adversarial Attacks and Defenses | May 18, 2024 | D4RLOffline RL | —Unverified | 0 | 0 |
| UDQL: Bridging The Gap between MSE Loss and The Optimal Value Function in Offline Reinforcement Learning | Jun 5, 2024 | D4RLOffline RL | —Unverified | 0 | 0 |
| Uncertainty Regularized Policy Learning for Offline Reinforcement Learning | Sep 29, 2021 | D4RLOffline RL | —Unverified | 0 | 0 |
| VIPO: Value Function Inconsistency Penalized Offline Reinforcement Learning | Apr 16, 2025 | D4RLOffline RL | —Unverified | 0 | 0 |
| Why so pessimistic? Estimating uncertainties for offline RL through ensembles, and why their independence matters. | Sep 29, 2021 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| Why So Pessimistic? Estimating Uncertainties for Offline RL through Ensembles, and Why Their Independence Matters | May 27, 2022 | D4RLOffline RL | —Unverified | 0 | 0 |
