| Safe Offline Reinforcement Learning with Feasibility-Guided Diffusion Model | Jan 19, 2024 | Offline RLreinforcement-learning | CodeCode Available | 2 |
| Harnessing Density Ratios for Online Reinforcement Learning | Jan 18, 2024 | Offline RLreinforcement-learning | —Unverified | 0 |
| DiffClone: Enhanced Behaviour Cloning in Robotics with Diffusion-Driven Policy Learning | Jan 17, 2024 | Offline RLRobot Manipulation | CodeCode Available | 0 |
| Solving Continual Offline Reinforcement Learning with Decision Transformer | Jan 16, 2024 | Offline RLreinforcement-learning | —Unverified | 0 |
| Learning from Sparse Offline Datasets via Conservative Density Estimation | Jan 16, 2024 | D4RLDensity Estimation | CodeCode Available | 0 |
| Optimistic Model Rollouts for Pessimistic Offline Policy Optimization | Jan 11, 2024 | modelOffline RL | —Unverified | 0 |
| MOTO: Offline Pre-training to Online Fine-tuning for Model-based Robot Learning | Jan 6, 2024 | Offline RLRobot Manipulation | —Unverified | 0 |
| On Sample-Efficient Offline Reinforcement Learning: Data Diversity, Posterior Sampling, and Beyond | Jan 6, 2024 | Decision MakingDiversity | —Unverified | 0 |
| SPQR: Controlling Q-ensemble Independence with Spiked Random Model for Reinforcement Learning | Jan 6, 2024 | Deep Reinforcement LearningDiversity | CodeCode Available | 0 |
| Policy-regularized Offline Multi-objective Reinforcement Learning | Jan 4, 2024 | Multi-Objective Reinforcement LearningOffline RL | CodeCode Available | 0 |
