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| Towards Flexible Inference in Sequential Decision Problems via Bidirectional Transformers | Apr 28, 2022 | Decision MakingOffline RL | —Unverified | 0 |
| Learning Value Functions from Undirected State-only Experience | Apr 26, 2022 | Future predictionImitation Learning | —Unverified | 0 |
| When Should We Prefer Offline Reinforcement Learning Over Behavioral Cloning? | Apr 12, 2022 | Atari GamesDiagnostic | —Unverified | 0 |
| Settling the Sample Complexity of Model-Based Offline Reinforcement Learning | Apr 11, 2022 | Offline RLreinforcement-learning | —Unverified | 0 |
| A Conservative Q-Learning approach for handling distribution shift in sepsis treatment strategies | Mar 25, 2022 | Deep Reinforcement LearningOffline RL | —Unverified | 0 |
| Offline Reinforcement Learning Under Value and Density-Ratio Realizability: The Power of Gaps | Mar 25, 2022 | Offline RLReinforcement Learning (RL) | —Unverified | 0 |
| Bellman Residual Orthogonalization for Offline Reinforcement Learning | Mar 24, 2022 | Offline RLOff-policy evaluation | —Unverified | 0 |
| Optimizing Trajectories for Highway Driving with Offline Reinforcement Learning | Mar 21, 2022 | Autonomous DrivingOffline RL | —Unverified | 0 |
| Semi-Markov Offline Reinforcement Learning for Healthcare | Mar 17, 2022 | Offline RLreinforcement-learning | CodeCode Available | 0 |
