| State Advantage Weighting for Offline RL | Oct 9, 2022 | D4RLOffline RL | —Unverified | 0 |
| BAFFLE: Hiding Backdoors in Offline Reinforcement Learning Datasets | Oct 7, 2022 | Autonomous DrivingBackdoor Attack | CodeCode Available | 1 |
| Offline Reinforcement Learning with Differentiable Function Approximation is Provably Efficient | Oct 3, 2022 | Decision MakingOffline RL | —Unverified | 0 |
| S2P: State-conditioned Image Synthesis for Data Augmentation in Offline Reinforcement Learning | Sep 30, 2022 | Data AugmentationImage Generation | CodeCode Available | 0 |
| VIP: Towards Universal Visual Reward and Representation via Value-Implicit Pre-Training | Sep 30, 2022 | Offline RLOpen-Ended Question Answering | CodeCode Available | 1 |
| Offline Reinforcement Learning via High-Fidelity Generative Behavior Modeling | Sep 29, 2022 | Computational EfficiencyD4RL | CodeCode Available | 1 |
| Offline Reinforcement Learning with Instrumental Variables in Confounded Markov Decision Processes | Sep 18, 2022 | Offline RLreinforcement-learning | —Unverified | 0 |
| Can Offline Reinforcement Learning Help Natural Language Understanding? | Sep 15, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Optimistic Curiosity Exploration and Conservative Exploitation with Linear Reward Shaping | Sep 15, 2022 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Distributionally Robust Offline Reinforcement Learning with Linear Function Approximation | Sep 14, 2022 | Offline RLreinforcement-learning | —Unverified | 0 |
