| Learning Zero-Sum Linear Quadratic Games with Improved Sample Complexity and Last-Iterate Convergence | Sep 8, 2023 | Multi-agent Reinforcement LearningPolicy Gradient Methods | CodeCode Available | 0 | 5 |
| Hindsight Value Function for Variance Reduction in Stochastic Dynamic Environment | Jul 26, 2021 | Deep Reinforcement LearningPolicy Gradient Methods | CodeCode Available | 0 | 5 |
| Hindsight Trust Region Policy Optimization | Jul 29, 2019 | Atari GamesPolicy Gradient Methods | CodeCode Available | 0 | 5 |
| Improving Exploration in Evolution Strategies for Deep Reinforcement Learning via a Population of Novelty-Seeking Agents | Dec 18, 2017 | Deep Reinforcement LearningPolicy Gradient Methods | CodeCode Available | 0 | 5 |
| Hindsight-DICE: Stable Credit Assignment for Deep Reinforcement Learning | Jul 21, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| 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 | 5 |
| MDPGT: Momentum-based Decentralized Policy Gradient Tracking | Dec 6, 2021 | Multi-agent Reinforcement LearningPolicy Gradient Methods | CodeCode Available | 0 | 5 |
| Convergence Guarantees of Model-free Policy Gradient Methods for LQR with Stochastic Data | Feb 27, 2025 | Policy Gradient Methods | CodeCode Available | 0 | 5 |
| Neural Replicator Dynamics | Jun 1, 2019 | counterfactualDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Multilinear Tensor Low-Rank Approximation for Policy-Gradient Methods in Reinforcement Learning | Jan 8, 2025 | Policy Gradient MethodsReinforcement Learning (RL) | CodeCode Available | 0 | 5 |
| Hindsight policy gradients | Nov 16, 2017 | Policy Gradient Methodsreinforcement-learning | CodeCode Available | 0 | 5 |
| Distributional constrained reinforcement learning for supply chain optimization | Feb 3, 2023 | Distributional Reinforcement LearningPolicy Gradient Methods | CodeCode Available | 0 | 5 |
| Leveraging class abstraction for commonsense reinforcement learning via residual policy gradient methods | Jan 28, 2022 | Knowledge GraphsPolicy Gradient Methods | CodeCode Available | 0 | 5 |
| Enabling Efficient, Reliable Real-World Reinforcement Learning with Approximate Physics-Based Models | Jul 16, 2023 | Policy Gradient Methods | CodeCode Available | 0 | 5 |
| Health-Informed Policy Gradients for Multi-Agent Reinforcement Learning | Aug 2, 2019 | Multi-agent Reinforcement LearningPolicy Gradient Methods | CodeCode Available | 0 | 5 |
| Divide-and-Conquer Reinforcement Learning | Nov 27, 2017 | Deep Reinforcement LearningPolicy Gradient Methods | CodeCode Available | 0 | 5 |
| Dual Learning for Machine Translation | Nov 1, 2016 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| Fast Efficient Hyperparameter Tuning for Policy Gradients | Feb 18, 2019 | Meta-LearningPolicy Gradient Methods | CodeCode Available | 0 | 5 |
| Fast Efficient Hyperparameter Tuning for Policy Gradient Methods | Dec 1, 2019 | Policy Gradient Methods | CodeCode Available | 0 | 5 |
| Hierarchical Policy-Gradient Reinforcement Learning for Multi-Agent Shepherding Control of Non-Cohesive Targets | Apr 3, 2025 | Policy Gradient Methodsreinforcement-learning | CodeCode Available | 0 | 5 |
| Accelerated Policy Gradient: On the Convergence Rates of the Nesterov Momentum for Reinforcement Learning | Oct 18, 2023 | Policy Gradient Methodsreinforcement-learning | CodeCode Available | 0 | 5 |
| Evaluating Rewards for Question Generation Models | Feb 28, 2019 | Machine TranslationPolicy Gradient Methods | CodeCode Available | 0 | 5 |
| A Nonparametric Off-Policy Policy Gradient | Jan 8, 2020 | Density EstimationPolicy Gradient Methods | CodeCode Available | 0 | 5 |
| High-Dimensional Continuous Control Using Generalized Advantage Estimation | Jun 8, 2015 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| V-MPO: On-Policy Maximum a Posteriori Policy Optimization for Discrete and Continuous Control | Sep 26, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
