| OVD-Explorer: Optimism Should Not Be the Sole Pursuit of Exploration in Noisy Environments | Dec 19, 2023 | continuous-controlContinuous Control | —Unverified | 0 |
| GO-DICE: Goal-Conditioned Option-Aware Offline Imitation Learning via Stationary Distribution Correction Estimation | Dec 17, 2023 | Imitation LearningMuJoCo | CodeCode Available | 0 |
| Small Dataset, Big Gains: Enhancing Reinforcement Learning by Offline Pre-Training with Model Based Augmentation | Dec 15, 2023 | Data AugmentationMuJoCo | —Unverified | 0 |
| World Models via Policy-Guided Trajectory Diffusion | Dec 13, 2023 | continuous-controlContinuous Control | CodeCode Available | 1 |
| A Perspective of Q-value Estimation on Offline-to-Online Reinforcement Learning | Dec 12, 2023 | MuJoCoOffline RL | —Unverified | 0 |
| A dynamical clipping approach with task feedback for Proximal Policy Optimization | Dec 12, 2023 | Language ModellingLarge Language Model | CodeCode Available | 0 |
| Similarity-based Knowledge Transfer for Cross-Domain Reinforcement Learning | Dec 5, 2023 | MuJoCoreinforcement-learning | —Unverified | 0 |
| Supported Trust Region Optimization for Offline Reinforcement Learning | Nov 15, 2023 | MuJoCoreinforcement-learning | —Unverified | 0 |
| On-Policy Policy Gradient Reinforcement Learning Without On-Policy Sampling | Nov 14, 2023 | MuJoCoreinforcement-learning | —Unverified | 0 |
| An Intelligent Social Learning-based Optimization Strategy for Black-box Robotic Control with Reinforcement Learning | Nov 11, 2023 | continuous-controlContinuous Control | —Unverified | 0 |
