| 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 |
| Collaborative Evolutionary Reinforcement Learning | May 2, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Hierarchical RL Using an Ensemble of Proprioceptive Periodic Policies | May 1, 2019 | MuJoCo | —Unverified | 0 |
| SUPERVISED POLICY UPDATE | May 1, 2019 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 0 |
| Composing Complex Skills by Learning Transition Policies with Proximity Reward Induction | May 1, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| Dot-to-Dot: Explainable Hierarchical Reinforcement Learning for Robotic Manipulation | Apr 14, 2019 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Extrapolating Beyond Suboptimal Demonstrations via Inverse Reinforcement Learning from Observations | Apr 12, 2019 | Deep Reinforcement LearningImitation Learning | CodeCode Available | 0 |
| Generalized Off-Policy Actor-Critic | Mar 27, 2019 | counterfactualMuJoCo | —Unverified | 0 |
