| On the Role of Discount Factor in Offline Reinforcement Learning | Jun 7, 2022 | D4RLOffline RL | —Unverified | 0 |
| RORL: Robust Offline Reinforcement Learning via Conservative Smoothing | Jun 6, 2022 | Decision MakingOffline RL | CodeCode Available | 1 |
| Offline RL for Natural Language Generation with Implicit Language Q Learning | Jun 5, 2022 | Language ModellingOffline RL | CodeCode Available | 2 |
| Offline Reinforcement Learning with Causal Structured World Models | Jun 3, 2022 | Model-based Reinforcement LearningOffline RL | —Unverified | 0 |
| 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 |
