| You Only Evaluate Once: a Simple Baseline Algorithm for Offline RL | Oct 5, 2021 | D4RLOffline RL | —Unverified | 0 | 0 |
| SelfBC: Self Behavior Cloning for Offline Reinforcement Learning | Aug 4, 2024 | AttributeD4RL | —Unverified | 0 | 0 |
| Accelerating Residual Reinforcement Learning with Uncertainty Estimation | Jun 21, 2025 | D4RLreinforcement-learning | —Unverified | 0 | 0 |
| ACL-QL: Adaptive Conservative Level in Q-Learning for Offline Reinforcement Learning | Dec 22, 2024 | D4RLQ-Learning | —Unverified | 0 | 0 |
| Addressing Distribution Shift in Online Reinforcement Learning with Offline Datasets | Jan 1, 2021 | D4RLMuJoCo | —Unverified | 0 | 0 |
| Addressing Optimism Bias in Sequence Modeling for Reinforcement Learning | Jul 21, 2022 | Autonomous DrivingD4RL | —Unverified | 0 | 0 |
| Align Your Intents: Offline Imitation Learning via Optimal Transport | Feb 20, 2024 | D4RLDecision Making | —Unverified | 0 | 0 |
| Analytic Energy-Guided Policy Optimization for Offline Reinforcement Learning | May 3, 2025 | D4RLOffline RL | —Unverified | 0 | 0 |
| An Optimal Discriminator Weighted Imitation Perspective for Reinforcement Learning | Apr 17, 2025 | D4RLreinforcement-learning | —Unverified | 0 | 0 |
| A Pragmatic Look at Deep Imitation Learning | Aug 4, 2021 | Behavioural cloningD4RL | —Unverified | 0 | 0 |