| The Mirage of Action-Dependent Baselines in Reinforcement Learning | Feb 27, 2018 | Policy Gradient Methodsreinforcement-learning | CodeCode Available | 0 |
| Matrix Low-Rank Approximation For Policy Gradient Methods | May 27, 2024 | Matrix CompletionPolicy Gradient Methods | CodeCode Available | 0 |
| Oracle Complexity Reduction for Model-free LQR: A Stochastic Variance-Reduced Policy Gradient Approach | Sep 19, 2023 | Policy Gradient Methods | CodeCode Available | 0 |
| MDPGT: Momentum-based Decentralized Policy Gradient Tracking | Dec 6, 2021 | Multi-agent Reinforcement LearningPolicy Gradient Methods | CodeCode Available | 0 |
| Predictable Reinforcement Learning Dynamics through Entropy Rate Minimization | Nov 30, 2023 | Policy Gradient Methodsreinforcement-learning | CodeCode Available | 0 |
| A Nonparametric Off-Policy Policy Gradient | Jan 8, 2020 | Density EstimationPolicy Gradient Methods | CodeCode Available | 0 |
| Clipped-Objective Policy Gradients for Pessimistic Policy Optimization | Nov 10, 2023 | Deep Reinforcement LearningMulti-Task Learning | CodeCode Available | 0 |
| 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 |
| Deep Reinforcement Learning Algorithm for Dynamic Pricing of Express Lanes with Multiple Access Locations | Sep 10, 2019 | Deep Reinforcement LearningPolicy Gradient Methods | CodeCode Available | 0 |
| PC-PG: Policy Cover Directed Exploration for Provable Policy Gradient Learning | Jul 16, 2020 | Policy Gradient MethodsQ-Learning | CodeCode Available | 0 |
