| Model-free and Bayesian Ensembling Model-based Deep Reinforcement Learning for Particle Accelerator Control Demonstrated on the FERMI FEL | Dec 17, 2020 | Deep Reinforcement Learningmodel | CodeCode Available | 0 |
| Sample Complexity of Policy Gradient Finding Second-Order Stationary Points | Dec 2, 2020 | Policy Gradient MethodsReinforcement Learning (RL) | —Unverified | 0 |
| Reinforcement Learning in Linear Quadratic Deep Structured Teams: Global Convergence of Policy Gradient Methods | Nov 29, 2020 | Policy Gradient Methods | —Unverified | 0 |
| Policy Optimization for Markovian Jump Linear Quadratic Control: Gradient-Based Methods and Global Convergence | Nov 24, 2020 | Policy Gradient Methods | —Unverified | 0 |
| Policy Gradient Methods for the Noisy Linear Quadratic Regulator over a Finite Horizon | Nov 20, 2020 | Policy Gradient Methods | —Unverified | 0 |
| Optimal Control-Based Baseline for Guided Exploration in Policy Gradient Methods | Nov 4, 2020 | Deep Reinforcement LearningPolicy Gradient Methods | —Unverified | 0 |
| A Study of Policy Gradient on a Class of Exactly Solvable Models | Nov 3, 2020 | Policy Gradient Methods | —Unverified | 0 |
| Batch Reinforcement Learning with a Nonparametric Off-Policy Policy Gradient | Oct 27, 2020 | Policy Gradient Methodsreinforcement-learning | —Unverified | 0 |
| Sample Efficient Reinforcement Learning with REINFORCE | Oct 22, 2020 | Policy Gradient Methodsreinforcement-learning | —Unverified | 0 |
| Rethinking Deep Policy Gradients via State-Wise Policy Improvement | Oct 19, 2020 | Policy Gradient MethodsValue prediction | —Unverified | 0 |
