| COPA: Certifying Robust Policies for Offline Reinforcement Learning against Poisoning Attacks | Mar 16, 2022 | Offline RLreinforcement-learning | CodeCode Available | 0 |
| Latent-Variable Advantage-Weighted Policy Optimization for Offline RL | Mar 16, 2022 | continuous-controlContinuous Control | CodeCode Available | 1 |
| DARA: Dynamics-Aware Reward Augmentation in Offline Reinforcement Learning | Mar 13, 2022 | Offline RLreinforcement-learning | —Unverified | 0 |
| On Practical Reinforcement Learning: Provable Robustness, Scalability, and Statistical Efficiency | Mar 3, 2022 | Offline RLreinforcement-learning | CodeCode Available | 0 |
| Reliable validation of Reinforcement Learning Benchmarks | Mar 2, 2022 | BenchmarkingData Compression | —Unverified | 0 |
| A Survey on Offline Reinforcement Learning: Taxonomy, Review, and Open Problems | Mar 2, 2022 | Offline RLreinforcement-learning | CodeCode Available | 0 |
| Pessimistic Q-Learning for Offline Reinforcement Learning: Towards Optimal Sample Complexity | Feb 28, 2022 | Offline RLQ-Learning | —Unverified | 0 |
| All You Need Is Supervised Learning: From Imitation Learning to Meta-RL With Upside Down RL | Feb 24, 2022 | AllImitation Learning | CodeCode Available | 1 |
| Pessimistic Bootstrapping for Uncertainty-Driven Offline Reinforcement Learning | Feb 23, 2022 | D4RLOffline RL | CodeCode Available | 1 |
| VRL3: A Data-Driven Framework for Visual Deep Reinforcement Learning | Feb 17, 2022 | Deep Reinforcement LearningOffline RL | CodeCode Available | 2 |
