| Entropy-regularized Diffusion Policy with Q-Ensembles for Offline Reinforcement Learning | Feb 6, 2024 | D4RLOffline RL | CodeCode Available | 1 |
| Score Regularized Policy Optimization through Diffusion Behavior | Oct 11, 2023 | D4RL | CodeCode Available | 1 |
| SEABO: A Simple Search-Based Method for Offline Imitation Learning | Feb 6, 2024 | D4RLImitation Learning | CodeCode Available | 1 |
| Decision Transformer: Reinforcement Learning via Sequence Modeling | Jun 2, 2021 | Atari GamesD4RL | CodeCode Available | 1 |
| Anti-Exploration by Random Network Distillation | Jan 31, 2023 | D4RL | CodeCode Available | 1 |
| Efficient Diffusion Policies for Offline Reinforcement Learning | May 31, 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 |
| Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention | Jun 29, 2020 | D4RLLanguage Modelling | CodeCode Available | 1 |
| Value Memory Graph: A Graph-Structured World Model for Offline Reinforcement Learning | Jun 9, 2022 | D4RLModel-based Reinforcement Learning | CodeCode Available | 1 |
| When does return-conditioned supervised learning work for offline reinforcement learning? | Jun 2, 2022 | D4RLreinforcement-learning | CodeCode Available | 1 |
| Diffusion Actor-Critic: Formulating Constrained Policy Iteration as Diffusion Noise Regression for Offline Reinforcement Learning | May 31, 2024 | D4RLReinforcement Learning (RL) | CodeCode Available | 1 |
| Conservative Offline Distributional Reinforcement Learning | Jul 12, 2021 | D4RLDistributional Reinforcement Learning | CodeCode Available | 1 |
| Extreme Q-Learning: MaxEnt RL without Entropy | Jan 5, 2023 | D4RLDeep Reinforcement Learning | CodeCode Available | 1 |
| M^3PC: Test-time Model Predictive Control for Pretrained Masked Trajectory Model | Dec 7, 2024 | D4RLmodel | CodeCode Available | 1 |
| Diffusion Policies creating a Trust Region for Offline Reinforcement Learning | May 30, 2024 | D4RLDenoising | CodeCode Available | 1 |
| When should we prefer Decision Transformers for Offline Reinforcement Learning? | May 23, 2023 | D4RLImitation Learning | CodeCode Available | 1 |
| A Policy-Guided Imitation Approach for Offline Reinforcement Learning | Oct 15, 2022 | D4RLOffline RL | CodeCode Available | 1 |
| Habitizing Diffusion Planning for Efficient and Effective Decision Making | Feb 10, 2025 | CPUD4RL | CodeCode Available | 1 |
| Diffusion Model Predictive Control | Oct 7, 2024 | D4RLmodel | —Unverified | 0 |
| Budgeting Counterfactual for Offline RL | Jul 12, 2023 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| DiffuserLite: Towards Real-time Diffusion Planning | Jan 27, 2024 | D4RLDecision Making | —Unverified | 0 |
| DiffStitch: Boosting Offline Reinforcement Learning with Diffusion-based Trajectory Stitching | Feb 4, 2024 | D4RLData Augmentation | —Unverified | 0 |
| Boosting Offline Reinforcement Learning with Action Preference Query | Jun 6, 2023 | Autonomous DrivingD4RL | —Unverified | 0 |
| An Optimal Discriminator Weighted Imitation Perspective for Reinforcement Learning | Apr 17, 2025 | D4RLreinforcement-learning | —Unverified | 0 |
| DiffPoGAN: Diffusion Policies with Generative Adversarial Networks for Offline Reinforcement Learning | Jun 13, 2024 | D4RLOffline RL | —Unverified | 0 |
