| The Ladder in Chaos: A Simple and Effective Improvement to General DRL Algorithms by Policy Path Trimming and Boosting | Mar 2, 2023 | MuJoCoReinforcement Learning (RL) | —Unverified | 0 |
| Meta-Reinforcement Learning via Exploratory Task Clustering | Feb 15, 2023 | ClusteringMeta Reinforcement Learning | —Unverified | 0 |
| CLARE: Conservative Model-Based Reward Learning for Offline Inverse Reinforcement Learning | Feb 9, 2023 | continuous-controlContinuous Control | —Unverified | 0 |
| Sample Dropout: A Simple yet Effective Variance Reduction Technique in Deep Policy Optimization | Feb 5, 2023 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 0 |
| Online Reinforcement Learning in Non-Stationary Context-Driven Environments | Feb 4, 2023 | MuJoCoreinforcement-learning | CodeCode Available | 0 |
| Bridging Physics-Informed Neural Networks with Reinforcement Learning: Hamilton-Jacobi-Bellman Proximal Policy Optimization (HJBPPO) | Feb 1, 2023 | MuJoCoreinforcement-learning | —Unverified | 0 |
| Neural Episodic Control with State Abstraction | Jan 27, 2023 | Deep Reinforcement LearningMuJoCo | —Unverified | 0 |
| Which Experiences Are Influential for Your Agent? Policy Iteration with Turn-over Dropout | Jan 26, 2023 | MuJoCoreinforcement-learning | CodeCode Available | 0 |
| Certifiably Robust Reinforcement Learning through Model-Based Abstract Interpretation | Jan 26, 2023 | Adversarial RobustnessMuJoCo | —Unverified | 0 |
| Actor-Director-Critic: A Novel Deep Reinforcement Learning Framework | Jan 10, 2023 | Action ClassificationDecision Making | —Unverified | 0 |
