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| Resolving Copycat Problems in Visual Imitation Learning via Residual Action Prediction | Jul 20, 2022 | Imitation LearningMuJoCo | —Unverified | 0 |
| Feasible Adversarial Robust Reinforcement Learning for Underspecified Environments | Jul 19, 2022 | MuJoCoreinforcement-learning | —Unverified | 0 |
| Prompting Decision Transformer for Few-Shot Policy Generalization | Jun 27, 2022 | Few-Shot LearningInductive Bias | —Unverified | 0 |
| CGAR: Critic Guided Action Redistribution in Reinforcement Leaning | Jun 23, 2022 | MuJoCoReinforcement Learning (RL) | CodeCode Available | 0 |
| Fighting Fire with Fire: Avoiding DNN Shortcuts through Priming | Jun 22, 2022 | Autonomous DrivingClassification | —Unverified | 0 |
| Beyond Rewards: a Hierarchical Perspective on Offline Multiagent Behavioral Analysis | Jun 17, 2022 | MuJoCoStarcraft | —Unverified | 0 |
| Mean-Semivariance Policy Optimization via Risk-Averse Reinforcement Learning | Jun 15, 2022 | Autonomous Drivingcontinuous-control | —Unverified | 0 |
| Relative Policy-Transition Optimization for Fast Policy Transfer | Jun 13, 2022 | continuous-controlContinuous Control | —Unverified | 0 |
| Dealing with Sparse Rewards in Continuous Control Robotics via Heavy-Tailed Policies | Jun 12, 2022 | continuous-controlContinuous Control | —Unverified | 0 |
