| 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 |
| Improving On-policy Learning with Statistical Reward Accumulation | Sep 7, 2018 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Risk-Sensitive Generative Adversarial Imitation Learning | Aug 13, 2018 | Imitation LearningMuJoCo | —Unverified | 0 |
| ToriLLE: Learning Environment for Hand-to-Hand Combat | Jul 26, 2018 | BIG-bench Machine LearningMuJoCo | CodeCode Available | 0 |
| EnsembleDAgger: A Bayesian Approach to Safe Imitation Learning | Jul 22, 2018 | Imitation LearningMuJoCo | —Unverified | 0 |
