| Variance Reduction for Reinforcement Learning in Input-Driven Environments | Jul 6, 2018 | Meta-LearningMuJoCo | —Unverified | 0 |
| Self-Imitation Learning | Jun 14, 2018 | Atari GamesImitation Learning | CodeCode Available | 0 |
| Supervised Policy Update for Deep Reinforcement Learning | May 29, 2018 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 0 |
| Learning Self-Imitating Diverse Policies | May 25, 2018 | continuous-controlContinuous Control | —Unverified | 0 |
| Policy Optimization with Second-Order Advantage Information | May 9, 2018 | continuous-controlContinuous Control | CodeCode Available | 0 |
| On Learning Intrinsic Rewards for Policy Gradient Methods | Apr 17, 2018 | Atari GamesDecision Making | CodeCode Available | 0 |
| Back to Basics: Benchmarking Canonical Evolution Strategies for Playing Atari | Feb 24, 2018 | Atari GamesBenchmarking | CodeCode Available | 0 |
| Structured Control Nets for Deep Reinforcement Learning | Feb 22, 2018 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| An Empirical Analysis of Proximal Policy Optimization with Kronecker-factored Natural Gradients | Jan 17, 2018 | MuJoCoSensitivity | —Unverified | 0 |
| Combination of Supervised and Reinforcement Learning For Vision-Based Autonomous Control | Jan 1, 2018 | MuJoCoreinforcement-learning | —Unverified | 0 |
