| Policy Optimization by Genetic Distillation | Nov 3, 2017 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
| Stochastic Variance Reduction for Policy Gradient Estimation | Oct 17, 2017 | continuous-controlContinuous Control | —Unverified | 0 |
| A novel DDPG method with prioritized experience replay | Oct 1, 2017 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Deep Reinforcement Learning for Dexterous Manipulation with Concept Networks | Sep 20, 2017 | Deep Reinforcement LearningMuJoCo | —Unverified | 0 |
| DropoutDAgger: A Bayesian Approach to Safe Imitation Learning | Sep 18, 2017 | Imitation LearningMuJoCo | —Unverified | 0 |
| Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation | Aug 17, 2017 | Atari Gamescontinuous-control | CodeCode Available | 1 |
| Neural Network Dynamics for Model-Based Deep Reinforcement Learning with Model-Free Fine-Tuning | Aug 8, 2017 | Deep Reinforcement Learningmodel | CodeCode Available | 0 |
| The Intentional Unintentional Agent: Learning to Solve Many Continuous Control Tasks Simultaneously | Jul 11, 2017 | continuous-controlContinuous Control | —Unverified | 0 |
| Robust Imitation of Diverse Behaviors | Jul 10, 2017 | Imitation LearningMuJoCo | —Unverified | 0 |
| Expected Policy Gradients | Jun 15, 2017 | MuJoCoReinforcement Learning | —Unverified | 0 |
