| Offline Reinforcement Learning with Differential Privacy | Jun 2, 2022 | Offline RLreinforcement-learning | —Unverified | 0 |
| Model Generation with Provable Coverability for Offline Reinforcement Learning | Jun 1, 2022 | Offline RLOut-of-Distribution Generalization | —Unverified | 0 |
| Know Your Boundaries: The Necessity of Explicit Behavioral Cloning in Offline RL | Jun 1, 2022 | D4RLOffline RL | —Unverified | 0 |
| Nearly Minimax Optimal Offline Reinforcement Learning with Linear Function Approximation: Single-Agent MDP and Markov Game | May 31, 2022 | Offline RLReinforcement Learning (RL) | —Unverified | 0 |
| You Can't Count on Luck: Why Decision Transformers and RvS Fail in Stochastic Environments | May 31, 2022 | Offline RLPlaying the Game of 2048 | —Unverified | 0 |
| Multi-Game Decision Transformers | May 30, 2022 | Atari GamesOffline RL | CodeCode Available | 0 |
| Why So Pessimistic? Estimating Uncertainties for Offline RL through Ensembles, and Why Their Independence Matters | May 27, 2022 | D4RLOffline RL | —Unverified | 0 |
| Pessimism in the Face of Confounders: Provably Efficient Offline Reinforcement Learning in Partially Observable Markov Decision Processes | May 26, 2022 | Causal InferenceOffline RL | —Unverified | 0 |
| User-Interactive Offline Reinforcement Learning | May 21, 2022 | Offline RLreinforcement-learning | —Unverified | 0 |
| How to Spend Your Robot Time: Bridging Kickstarting and Offline Reinforcement Learning for Vision-based Robotic Manipulation | May 6, 2022 | Offline RLReinforcement Learning (RL) | —Unverified | 0 |
