| Simple random search provides a competitive approach to reinforcement learning | Mar 19, 2018 | Computational Efficiencycontinuous-control | CodeCode Available | 1 |
| 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 |
| DeepMind Control Suite | Jan 2, 2018 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Combination of Supervised and Reinforcement Learning For Vision-Based Autonomous Control | Jan 1, 2018 | MuJoCoreinforcement-learning | —Unverified | 0 |
| Combining Model-based and Model-free RL via Multi-step Control Variates | Jan 1, 2018 | continuous-controlContinuous Control | —Unverified | 0 |
| NerveNet: Learning Structured Policy with Graph Neural Networks | Jan 1, 2018 | Benchmarkingcontinuous-control | CodeCode Available | 0 |
| Bayesian Policy Gradients via Alpha Divergence Dropout Inference | Dec 6, 2017 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Learnings Options End-to-End for Continuous Action Tasks | Nov 30, 2017 | MuJoCo | CodeCode Available | 1 |
