| Enhancing Online Reinforcement Learning with Meta-Learned Objective from Offline Data | Jan 13, 2025 | Imitation LearningMuJoCo | CodeCode Available | 0 |
| TIMRL: A Novel Meta-Reinforcement Learning Framework for Non-Stationary and Multi-Task Environments | Jan 13, 2025 | Decision MakingMeta Reinforcement Learning | —Unverified | 0 |
| An Empirical Study of Deep Reinforcement Learning in Continuing Tasks | Jan 12, 2025 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 0 |
| SALE-Based Offline Reinforcement Learning with Ensemble Q-Networks | Jan 7, 2025 | D4RLDiversity | —Unverified | 0 |
| Entropy Regularized Task Representation Learning for Offline Meta-Reinforcement Learning | Dec 19, 2024 | Meta Reinforcement LearningMuJoCo | CodeCode Available | 0 |
| Hierarchical Subspaces of Policies for Continual Offline Reinforcement Learning | Dec 19, 2024 | Continual LearningMuJoCo | —Unverified | 0 |
| SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks | Dec 17, 2024 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Active Reinforcement Learning Strategies for Offline Policy Improvement | Dec 17, 2024 | Active Learningcontinuous-control | —Unverified | 0 |
| RAT: Adversarial Attacks on Deep Reinforcement Agents for Targeted Behaviors | Dec 14, 2024 | Adversarial AttackDeep Reinforcement Learning | —Unverified | 0 |
| Inverse Delayed Reinforcement Learning | Dec 4, 2024 | MuJoCoreinforcement-learning | —Unverified | 0 |
