| Learning to Control Autonomous Fleets from Observation via Offline Reinforcement Learning | Feb 28, 2023 | Offline RLreinforcement-learning | CodeCode Available | 0 |
| The Provable Benefits of Unsupervised Data Sharing for Offline Reinforcement Learning | Feb 27, 2023 | Offline RLreinforcement-learning | —Unverified | 0 |
| Gauss-Newton Temporal Difference Learning with Nonlinear Function Approximation | Feb 25, 2023 | Offline RLQ-Learning | —Unverified | 0 |
| VIPeR: Provably Efficient Algorithm for Offline RL with Neural Function Approximation | Feb 24, 2023 | Computational EfficiencyOffline RL | CodeCode Available | 0 |
| Deep Offline Reinforcement Learning for Real-world Treatment Optimization Applications | Feb 15, 2023 | Decision MakingManagement | —Unverified | 0 |
| Language Decision Transformers with Exponential Tilt for Interactive Text Environments | Feb 10, 2023 | Offline RL | —Unverified | 0 |
| A Strong Baseline for Batch Imitation Learning | Feb 6, 2023 | continuous-controlContinuous Control | —Unverified | 0 |
| Offline Minimax Soft-Q-learning Under Realizability and Partial Coverage | Feb 5, 2023 | Offline RLQ-Learning | —Unverified | 0 |
| Selective Uncertainty Propagation in Offline RL | Feb 1, 2023 | Offline RLreinforcement-learning | —Unverified | 0 |
| Revisiting Bellman Errors for Offline Model Selection | Jan 31, 2023 | Atari Gamesmodel | CodeCode Available | 0 |
