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| The Challenges of Exploration for Offline Reinforcement Learning | Jan 27, 2022 | Model Predictive ControlOffline RL | —Unverified | 0 |
| Comparing Model-free and Model-based Algorithms for Offline Reinforcement Learning | Jan 14, 2022 | modelMuJoCo | —Unverified | 0 |
| Offline Reinforcement Learning for Road Traffic Control | Jan 7, 2022 | Offline RLreinforcement-learning | —Unverified | 0 |
| Single-Shot Pruning for Offline Reinforcement Learning | Dec 31, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| Importance of Empirical Sample Complexity Analysis for Offline Reinforcement Learning | Dec 31, 2021 | Offline RLreinforcement-learning | —Unverified | 0 |
| RvS: What is Essential for Offline RL via Supervised Learning? | Dec 20, 2021 | Offline RL | CodeCode Available | 1 |
| A Validation Tool for Designing Reinforcement Learning Environments | Dec 10, 2021 | Offline RLreinforcement-learning | —Unverified | 0 |
| DR3: Value-Based Deep Reinforcement Learning Requires Explicit Regularization | Dec 9, 2021 | Atari GamesD4RL | —Unverified | 0 |
| Offline Pre-trained Multi-Agent Decision Transformer: One Big Sequence Model Tackles All SMAC Tasks | Dec 6, 2021 | AllMulti-agent Reinforcement Learning | CodeCode Available | 1 |
