| 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 |
| 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 |
| Disentangling Dynamics and Returns: Value Function Decomposition with Future Prediction | May 27, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| Policy Search by Target Distribution Learning for Continuous Control | May 27, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| Imitation Learning from Video by Leveraging Proprioception | May 22, 2019 | Imitation LearningMuJoCo | —Unverified | 0 |
| Evolving Rewards to Automate Reinforcement Learning | May 18, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| Leveraging exploration in off-policy algorithms via normalizing flows | May 16, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 |
| P3O: Policy-on Policy-off Policy Optimization | May 5, 2019 | MuJoCoReinforcement Learning | CodeCode Available | 0 |
