| Language as an Abstraction for Hierarchical Deep Reinforcement Learning | Jun 18, 2019 | Deep Reinforcement LearningInstruction Following | CodeCode Available | 0 |
| Learning Powerful Policies by Using Consistent Dynamics Model | Jun 11, 2019 | Atari Gamesmodel | CodeCode Available | 0 |
| Self-Supervised Exploration via Disagreement | Jun 10, 2019 | Active LearningEfficient Exploration | CodeCode Available | 1 |
| Boosting Soft Actor-Critic: Emphasizing Recent Experience without Forgetting the Past | Jun 10, 2019 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 1 |
| Sequence Modeling of Temporal Credit Assignment for Episodic Reinforcement Learning | May 31, 2019 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 0 |
| Learning Efficient and Effective Exploration Policies with Counterfactual Meta Policy | May 28, 2019 | counterfactualEfficient Exploration | —Unverified | 0 |
| Policy Search by Target Distribution Learning for Continuous Control | May 27, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| SQIL: Imitation Learning via Reinforcement Learning with Sparse Rewards | May 27, 2019 | Imitation LearningMuJoCo | CodeCode Available | 1 |
| Disentangling Dynamics and Returns: Value Function Decomposition with Future Prediction | May 27, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| Imitation Learning from Video by Leveraging Proprioception | May 22, 2019 | Imitation LearningMuJoCo | —Unverified | 0 |
