| Provably Efficient Offline Reinforcement Learning with Trajectory-Wise Reward | Jun 13, 2022 | Offline RLreinforcement-learning | —Unverified | 0 |
| Provably Efficient Offline Reinforcement Learning with Perturbed Data Sources | Jun 14, 2023 | Offline RLreinforcement-learning | —Unverified | 0 |
| Provably Efficient Representation Selection in Low-rank Markov Decision Processes: From Online to Offline RL | Jun 22, 2021 | Deep Reinforcement LearningOffline RL | —Unverified | 0 |
| Pruning the Way to Reliable Policies: A Multi-Objective Deep Q-Learning Approach to Critical Care | Jun 13, 2023 | Offline RLQ-Learning | —Unverified | 0 |
| Q-learning Decision Transformer: Leveraging Dynamic Programming for Conditional Sequence Modelling in Offline RL | Sep 8, 2022 | D4RLOffline RL | —Unverified | 0 |
| Q-SFT: Q-Learning for Language Models via Supervised Fine-Tuning | Nov 7, 2024 | Offline RLPolicy Gradient Methods | —Unverified | 0 |
| Q-Transformer: Scalable Offline Reinforcement Learning via Autoregressive Q-Functions | Sep 18, 2023 | Imitation LearningOffline RL | —Unverified | 0 |
| Q-value Regularized Decision ConvFormer for Offline Reinforcement Learning | Sep 12, 2024 | D4RLOffline RL | —Unverified | 0 |
| Real Robot Challenge 2022: Learning Dexterous Manipulation from Offline Data in the Real World | Aug 15, 2023 | Offline RLreinforcement-learning | —Unverified | 0 |
| The Smart Buildings Control Suite: A Diverse Open Source Benchmark to Evaluate and Scale HVAC Control Policies for Sustainability | Oct 2, 2024 | Model Predictive ControlOffline RL | —Unverified | 0 |
