| Meta Reinforcement Learning with Distribution of Exploration Parameters Learned by Evolution Strategies | Dec 29, 2018 | Meta-LearningMeta Reinforcement Learning | —Unverified | 0 |
| NADPEx: An on-policy temporally consistent exploration method for deep reinforcement learning | Dec 21, 2018 | continuous-controlContinuous Control | —Unverified | 0 |
| A Logarithmic Barrier Method For Proximal Policy Optimization | Dec 16, 2018 | MuJoCoReinforcement Learning | —Unverified | 0 |
| Residual Policy Learning | Dec 15, 2018 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 0 |
| Generative Adversarial Self-Imitation Learning | Dec 3, 2018 | Imitation LearningMuJoCo | —Unverified | 0 |
| Simple random search of static linear policies is competitive for reinforcement learning | Dec 1, 2018 | continuous-controlContinuous Control | CodeCode Available | 0 |
| BlockPuzzle - A Challenge in Physical Reasoning and Generalization for Robot Learning | Nov 30, 2018 | Imitation LearningMuJoCo | —Unverified | 0 |
| Learning Goal Embeddings via Self-Play for Hierarchical Reinforcement Learning | Nov 22, 2018 | Hierarchical Reinforcement LearningMuJoCo | CodeCode Available | 0 |
| Episodic Curiosity through Reachability | Oct 4, 2018 | MuJoCoReinforcement Learning | CodeCode Available | 0 |
| Understanding the Asymptotic Performance of Model-Based RL Methods | Sep 27, 2018 | Model-based Reinforcement LearningMuJoCo | —Unverified | 0 |
