| Improving Sample Efficiency in Model-Free Reinforcement Learning from Images | Oct 2, 2019 | Image ReconstructionMuJoCo | CodeCode Available | 1 |
| 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 |
| SQIL: Imitation Learning via Reinforcement Learning with Sparse Rewards | May 27, 2019 | Imitation LearningMuJoCo | CodeCode Available | 1 |
| The StarCraft Multi-Agent Challenge | Feb 11, 2019 | BenchmarkingMuJoCo | CodeCode Available | 1 |
| Simple random search provides a competitive approach to reinforcement learning | Mar 19, 2018 | Computational Efficiencycontinuous-control | CodeCode Available | 1 |
| DeepMind Control Suite | Jan 2, 2018 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Learnings Options End-to-End for Continuous Action Tasks | Nov 30, 2017 | MuJoCo | CodeCode Available | 1 |
| Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation | Aug 17, 2017 | Atari Gamescontinuous-control | CodeCode Available | 1 |
| DART: Noise Injection for Robust Imitation Learning | Mar 27, 2017 | Imitation LearningMuJoCo | CodeCode Available | 1 |