| Mutual Information Regularized Offline Reinforcement Learning | Oct 14, 2022 | D4RLOffline RL | CodeCode Available | 0 | 5 |
| MORE-3S:Multimodal-based Offline Reinforcement Learning with Shared Semantic Spaces | Feb 20, 2024 | Decision MakingOffline RL | CodeCode Available | 0 | 5 |
| Model-based Offline Reinforcement Learning with Count-based Conservatism | Jul 21, 2023 | D4RLOffline RL | CodeCode Available | 0 | 5 |
| Model-based Offline Policy Optimization with Adversarial Network | Sep 5, 2023 | modelOffline RL | CodeCode Available | 0 | 5 |
| d3rlpy: An Offline Deep Reinforcement Learning Library | Nov 6, 2021 | D4RLDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Model-Based Offline Planning with Trajectory Pruning | May 16, 2021 | modelOffline RL | CodeCode Available | 0 | 5 |
| Two-step reinforcement learning for model-free redesign of nonlinear optimal regulator | Mar 5, 2021 | Offline RLreinforcement-learning | CodeCode Available | 0 | 5 |
| MICRO: Model-Based Offline Reinforcement Learning with a Conservative Bellman Operator | Dec 7, 2023 | Offline RLreinforcement-learning | CodeCode Available | 0 | 5 |
| MAHALO: Unifying Offline Reinforcement Learning and Imitation Learning from Observations | Mar 30, 2023 | Decision MakingImitation Learning | CodeCode Available | 0 | 5 |
| Model-Based Offline Reinforcement Learning with Pessimism-Modulated Dynamics Belief | Oct 13, 2022 | D4RLOffline RL | CodeCode Available | 0 | 5 |
| Mildly Constrained Evaluation Policy for Offline Reinforcement Learning | Jun 6, 2023 | D4RLMuJoCo | CodeCode Available | 0 | 5 |
| A Low Latency Adaptive Coding Spiking Framework for Deep Reinforcement Learning | Nov 21, 2022 | Deep Reinforcement LearningOffline RL | CodeCode Available | 0 | 5 |
| Learning Versatile Skills with Curriculum Masking | Oct 23, 2024 | Decision MakingOffline RL | CodeCode Available | 0 | 5 |
| Learning to Reach Goals via Diffusion | Oct 4, 2023 | Computational EfficiencyDecision Making | CodeCode Available | 0 | 5 |
| Behavior Prior Representation learning for Offline Reinforcement Learning | Nov 2, 2022 | Offline RLreinforcement-learning | CodeCode Available | 0 | 5 |
| Learning to Trust Bellman Updates: Selective State-Adaptive Regularization for Offline RL | May 26, 2025 | D4RLOffline RL | CodeCode Available | 0 | 5 |
| Latent Safety-Constrained Policy Approach for Safe Offline Reinforcement Learning | Dec 11, 2024 | Autonomous DrivingOffline RL | CodeCode Available | 0 | 5 |
| Corruption-Robust Offline Reinforcement Learning with General Function Approximation | Oct 23, 2023 | Offline RLreinforcement-learning | CodeCode Available | 0 | 5 |
| Learning from Sparse Offline Datasets via Conservative Density Estimation | Jan 16, 2024 | D4RLDensity Estimation | CodeCode Available | 0 | 5 |
| Is Value Functions Estimation with Classification Plug-and-play for Offline Reinforcement Learning? | Jun 10, 2024 | Deep Reinforcement LearningOffline RL | CodeCode Available | 0 | 5 |
| Behavior Estimation from Multi-Source Data for Offline Reinforcement Learning | Nov 29, 2022 | Offline RLreinforcement-learning | CodeCode Available | 0 | 5 |
| Is Mamba Compatible with Trajectory Optimization in Offline Reinforcement Learning? | May 20, 2024 | Atari GamesMamba | CodeCode Available | 0 | 5 |
| Learning to Control Autonomous Fleets from Observation via Offline Reinforcement Learning | Feb 28, 2023 | Offline RLreinforcement-learning | CodeCode Available | 0 | 5 |
| Leveraging Unlabeled Data Sharing through Kernel Function Approximation in Offline Reinforcement Learning | Aug 22, 2024 | Offline RLReinforcement Learning (RL) | CodeCode Available | 0 | 5 |
| Regularizing a Model-based Policy Stationary Distribution to Stabilize Offline Reinforcement Learning | Jun 14, 2022 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
