| Optimal Resource Allocation in Wireless Control Systems via Deep Policy Gradient | Oct 25, 2019 | Deep Reinforcement LearningPolicy Gradient Methods | —Unverified | 0 |
| All-Action Policy Gradient Methods: A Numerical Integration Approach | Oct 21, 2019 | Allcontinuous-control | —Unverified | 0 |
| Policy Optimization for H_2 Linear Control with H_ Robustness Guarantee: Implicit Regularization and Global Convergence | Oct 21, 2019 | Policy Gradient MethodsReinforcement Learning | —Unverified | 0 |
| Linear-Quadratic Mean-Field Reinforcement Learning: Convergence of Policy Gradient Methods | Oct 9, 2019 | Policy Gradient Methodsreinforcement-learning | —Unverified | 0 |
| V-MPO: On-Policy Maximum a Posteriori Policy Optimization for Discrete and Continuous Control | Sep 26, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 |
| AUGMENTED POLICY GRADIENT METHODS FOR EFFICIENT REINFORCEMENT LEARNING | Sep 25, 2019 | Policy Gradient Methodsreinforcement-learning | —Unverified | 0 |
| Guided Adaptive Credit Assignment for Sample Efficient Policy Optimization | Sep 25, 2019 | Instruction FollowingPolicy Gradient Methods | —Unverified | 0 |
| Policy Tree Network | Sep 25, 2019 | Model-based Reinforcement LearningMuJoCo | —Unverified | 0 |
| DeepGait: Planning and Control of Quadrupedal Gaits using Deep Reinforcement Learning | Sep 18, 2019 | Deep Reinforcement LearningMotion Planning | —Unverified | 0 |
| Sample Efficient Policy Gradient Methods with Recursive Variance Reduction | Sep 18, 2019 | Policy Gradient Methodsreinforcement-learning | CodeCode Available | 0 |
