| Multi-Modal Mutual Information (MuMMI) Training for Robust Self-Supervised Deep Reinforcement Learning | Jul 6, 2021 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 1 |
| Unsupervised Skill Discovery with Bottleneck Option Learning | Jun 27, 2021 | DisentanglementMuJoCo | CodeCode Available | 1 |
| Towards Safe Reinforcement Learning via Constraining Conditional Value at Risk | Jun 18, 2021 | continuous-controlContinuous Control | CodeCode Available | 1 |
| A Game-Theoretic Approach to Multi-Agent Trust Region Optimization | Jun 12, 2021 | Atari GamesMuJoCo | CodeCode Available | 1 |
| A Deep Reinforcement Learning Approach to Marginalized Importance Sampling with the Successor Representation | Jun 12, 2021 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 1 |
| Who Is the Strongest Enemy? Towards Optimal and Efficient Evasion Attacks in Deep RL | Jun 9, 2021 | MuJoCoReinforcement Learning (RL) | CodeCode Available | 1 |
| Mitigating Covariate Shift in Imitation Learning via Offline Data Without Great Coverage | Jun 6, 2021 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Improving Generalization in Meta-RL with Imaginary Tasks from Latent Dynamics Mixture | May 28, 2021 | Meta Reinforcement LearningMuJoCo | CodeCode Available | 1 |
| Mitigating Covariate Shift in Imitation Learning via Offline Data With Partial Coverage | May 21, 2021 | continuous-controlContinuous Control | CodeCode Available | 1 |
| An Open-Source Multi-Goal Reinforcement Learning Environment for Robotic Manipulation with Pybullet | May 12, 2021 | MuJoCoMulti-Goal Reinforcement Learning | CodeCode Available | 1 |
