| Uncertainty-driven Trajectory Truncation for Data Augmentation in Offline Reinforcement Learning | Apr 10, 2023 | D4RLData Augmentation | CodeCode Available | 0 |
| Conservative State Value Estimation for Offline Reinforcement Learning | Feb 14, 2023 | D4RLreinforcement-learning | CodeCode Available | 0 |
| Skill Decision Transformer | Jan 31, 2023 | D4RLDescriptive | CodeCode Available | 0 |
| Improving Behavioural Cloning with Positive Unlabeled Learning | Jan 27, 2023 | Behavioural cloningD4RL | —Unverified | 0 |
| Model-based Offline Reinforcement Learning with Local Misspecification | Jan 26, 2023 | D4RLmodel | —Unverified | 0 |
| Model-based trajectory stitching for improved behavioural cloning and its applications | Dec 8, 2022 | Behavioural cloningBenchmarking | —Unverified | 0 |
| TD3 with Reverse KL Regularizer for Offline Reinforcement Learning from Mixed Datasets | Dec 5, 2022 | D4RLMuJoCo | CodeCode Available | 0 |
| Flow to Control: Offline Reinforcement Learning with Lossless Primitive Discovery | Dec 2, 2022 | D4RLreinforcement-learning | —Unverified | 0 |
| Offline Reinforcement Learning with Closed-Form Policy Improvement Operators | Nov 29, 2022 | D4RLForm | —Unverified | 0 |
| Contextual Transformer for Offline Meta Reinforcement Learning | Nov 15, 2022 | D4RLMeta Reinforcement Learning | —Unverified | 0 |
