| Koopman Q-learning: Offline Reinforcement Learning via Symmetries of Dynamics | Nov 2, 2021 | D4RLData Augmentation | —Unverified | 0 | 0 |
| Learning Computational Efficient Bots with Costly Features | Aug 18, 2023 | Computational EfficiencyD4RL | —Unverified | 0 | 0 |
| Learning from Random Demonstrations: Offline Reinforcement Learning with Importance-Sampled Diffusion Models | May 30, 2024 | D4RLreinforcement-learning | —Unverified | 0 | 0 |
| Learning from Suboptimal Data in Continuous Control via Auto-Regressive Soft Q-Network | Feb 1, 2025 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| Model-based Offline Reinforcement Learning with Local Misspecification | Jan 26, 2023 | D4RLmodel | —Unverified | 0 | 0 |
| Model-Based Offline Reinforcement Learning with Adversarial Data Augmentation | Mar 26, 2025 | D4RLData Augmentation | —Unverified | 0 | 0 |
| Model-based trajectory stitching for improved behavioural cloning and its applications | Dec 8, 2022 | Behavioural cloningBenchmarking | —Unverified | 0 | 0 |
| MOORe: Model-based Offline-to-Online Reinforcement Learning | Jan 25, 2022 | D4RLmodel | —Unverified | 0 | 0 |
| MOORL: A Framework for Integrating Offline-Online Reinforcement Learning | Jun 11, 2025 | D4RLDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Multi-Objective Decision Transformers for Offline Reinforcement Learning | Aug 31, 2023 | D4RLOffline RL | —Unverified | 0 | 0 |
| Offline Model-Based Reinforcement Learning with Anti-Exploration | Aug 20, 2024 | D4RLmodel | —Unverified | 0 | 0 |
| Offline Reinforcement Learning with Imbalanced Datasets | Jul 6, 2023 | D4RLOffline RL | —Unverified | 0 | 0 |
| Offline Reinforcement Learning with Adaptive Behavior Regularization | Nov 15, 2022 | D4RLOffline RL | —Unverified | 0 | 0 |
| Offline Reinforcement Learning with Closed-Form Policy Improvement Operators | Nov 29, 2022 | D4RLForm | —Unverified | 0 | 0 |
| Offline Reinforcement Learning with Imputed Rewards | Jul 15, 2024 | D4RLreinforcement-learning | —Unverified | 0 | 0 |
| Offline Reinforcement Learning with On-Policy Q-Function Regularization | Jul 25, 2023 | D4RLreinforcement-learning | —Unverified | 0 | 0 |
| Offline Reinforcement Learning with Resource Constrained Online Deployment | Sep 29, 2021 | D4RLOffline RL | —Unverified | 0 | 0 |
| Offline Trajectory Generalization for Offline Reinforcement Learning | Apr 16, 2024 | D4RLData Augmentation | —Unverified | 0 | 0 |
| On the Role of Discount Factor in Offline Reinforcement Learning | Jun 7, 2022 | D4RLOffline RL | —Unverified | 0 | 0 |
| Binary Reward Labeling: Bridging Offline Preference and Reward-Based Reinforcement Learning | Jun 14, 2024 | D4RLOffline RL | —Unverified | 0 | 0 |
| Pareto Policy Pool for Model-based Offline Reinforcement Learning | Sep 29, 2021 | D4RLOffline RL | —Unverified | 0 | 0 |
| Planning Transformer: Long-Horizon Offline Reinforcement Learning with Planning Tokens | Sep 14, 2024 | D4RLreinforcement-learning | —Unverified | 0 | 0 |
| Policy-Based Trajectory Clustering in Offline Reinforcement Learning | Jun 10, 2025 | ClusteringD4RL | —Unverified | 0 | 0 |
| Policy-Driven World Model Adaptation for Robust Offline Model-based Reinforcement Learning | May 19, 2025 | D4RLmodel | —Unverified | 0 | 0 |
| Pretraining a Shared Q-Network for Data-Efficient Offline Reinforcement Learning | May 9, 2025 | D4RLOffline RL | —Unverified | 0 | 0 |
