| SOReL and TOReL: Two Methods for Fully Offline Reinforcement Learning | May 28, 2025 | Offline RLreinforcement-learning | CodeCode Available | 0 |
| Model-based Offline Reinforcement Learning with Count-based Conservatism | Jul 21, 2023 | D4RLOffline RL | CodeCode Available | 0 |
| Solving Offline Reinforcement Learning with Decision Tree Regression | Jan 21, 2024 | D4RLFeature Importance | CodeCode Available | 0 |
| Sparse-Reg: Improving Sample Complexity in Offline Reinforcement Learning using Sparsity | Jun 20, 2025 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Regularizing a Model-based Policy Stationary Distribution to Stabilize Offline Reinforcement Learning | Jun 14, 2022 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Beyond Reward: Offline Preference-guided Policy Optimization | May 25, 2023 | Offline RLreinforcement-learning | CodeCode Available | 0 |
| SPQR: Controlling Q-ensemble Independence with Spiked Random Model for Reinforcement Learning | Jan 6, 2024 | Deep Reinforcement LearningDiversity | CodeCode Available | 0 |
| Model-Based Offline Reinforcement Learning with Pessimism-Modulated Dynamics Belief | Oct 13, 2022 | D4RLOffline RL | CodeCode Available | 0 |
| Model-based Offline Policy Optimization with Adversarial Network | Sep 5, 2023 | modelOffline RL | CodeCode Available | 0 |
| Active Advantage-Aligned Online Reinforcement Learning with Offline Data | Feb 11, 2025 | Offline RLreinforcement-learning | CodeCode Available | 0 |
