| DiffuserLite: Towards Real-time Diffusion Planning | Jan 27, 2024 | D4RLDecision Making | —Unverified | 0 |
| Solving Offline Reinforcement Learning with Decision Tree Regression | Jan 21, 2024 | D4RLFeature Importance | CodeCode Available | 0 |
| Exploration and Anti-Exploration with Distributional Random Network Distillation | Jan 18, 2024 | D4RLDeep Reinforcement Learning | CodeCode Available | 1 |
| Learning from Sparse Offline Datasets via Conservative Density Estimation | Jan 16, 2024 | D4RLDensity Estimation | CodeCode Available | 0 |
| Critic-Guided Decision Transformer for Offline Reinforcement Learning | Dec 21, 2023 | D4RLOffline RL | CodeCode Available | 1 |
| Train Once, Get a Family: State-Adaptive Balances for Offline-to-Online Reinforcement Learning | Oct 27, 2023 | D4RLReinforcement Learning (RL) | CodeCode Available | 1 |
| Guided Data Augmentation for Offline Reinforcement Learning and Imitation Learning | Oct 27, 2023 | Autonomous DrivingD4RL | —Unverified | 0 |
| CROP: Conservative Reward for Model-based Offline Policy Optimization | Oct 26, 2023 | D4RLOffline RL | CodeCode Available | 1 |
| Offline Retraining for Online RL: Decoupled Policy Learning to Mitigate Exploration Bias | Oct 12, 2023 | D4RLOffline RL | CodeCode Available | 1 |
| Score Regularized Policy Optimization through Diffusion Behavior | Oct 11, 2023 | D4RL | CodeCode Available | 1 |
| DiffCPS: Diffusion Model based Constrained Policy Search for Offline Reinforcement Learning | Oct 9, 2023 | D4RLOffline RL | CodeCode Available | 0 |
| Reward-Consistent Dynamics Models are Strongly Generalizable for Offline Reinforcement Learning | Oct 9, 2023 | D4RLModel-based Reinforcement Learning | —Unverified | 0 |
| Beyond Uniform Sampling: Offline Reinforcement Learning with Imbalanced Datasets | Oct 6, 2023 | D4RLDecision Making | CodeCode Available | 1 |
| Pre-training with Synthetic Data Helps Offline Reinforcement Learning | Oct 1, 2023 | D4RLDeep Reinforcement Learning | CodeCode Available | 0 |
| DOMAIN: MilDly COnservative Model-BAsed OfflINe Reinforcement Learning | Sep 16, 2023 | D4RLmodel | —Unverified | 0 |
| Reasoning with Latent Diffusion in Offline Reinforcement Learning | Sep 12, 2023 | D4RLOffline RL | CodeCode Available | 1 |
| Multi-Objective Decision Transformers for Offline Reinforcement Learning | Aug 31, 2023 | D4RLOffline RL | —Unverified | 0 |
| Statistically Efficient Variance Reduction with Double Policy Estimation for Off-Policy Evaluation in Sequence-Modeled Reinforcement Learning | Aug 28, 2023 | D4RLOff-policy evaluation | —Unverified | 0 |
| Learning Computational Efficient Bots with Costly Features | Aug 18, 2023 | Computational EfficiencyD4RL | —Unverified | 0 |
| Offline Reinforcement Learning with On-Policy Q-Function Regularization | Jul 25, 2023 | D4RLreinforcement-learning | —Unverified | 0 |
| Model-based Offline Reinforcement Learning with Count-based Conservatism | Jul 21, 2023 | D4RLOffline RL | CodeCode Available | 0 |
| Offline Diversity Maximization Under Imitation Constraints | Jul 21, 2023 | D4RLDiversity | —Unverified | 0 |
| Budgeting Counterfactual for Offline RL | Jul 12, 2023 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Diffusion Policies for Out-of-Distribution Generalization in Offline Reinforcement Learning | Jul 10, 2023 | continuous-controlContinuous Control | —Unverified | 0 |
| Offline Reinforcement Learning with Imbalanced Datasets | Jul 6, 2023 | D4RLOffline RL | —Unverified | 0 |
