| On the Global Convergence of Risk-Averse Policy Gradient Methods with Expected Conditional Risk Measures | Jan 26, 2023 | Decision MakingPolicy Gradient Methods | —Unverified | 0 |
| Partial advantage estimator for proximal policy optimization | Jan 26, 2023 | MuJoCoPolicy Gradient Methods | CodeCode Available | 1 |
| Improving a sequence-to-sequence nlp model using a reinforcement learning policy algorithm | Dec 28, 2022 | ChatbotDeep Reinforcement Learning | —Unverified | 0 |
| On the Convergence of Discounted Policy Gradient Methods | Dec 28, 2022 | Policy Gradient Methodsreinforcement-learning | —Unverified | 0 |
| Policy Gradient in Robust MDPs with Global Convergence Guarantee | Dec 20, 2022 | Policy Gradient Methods | CodeCode Available | 0 |
| An Improved Analysis of (Variance-Reduced) Policy Gradient and Natural Policy Gradient Methods | Nov 15, 2022 | Policy Gradient Methods | —Unverified | 0 |
| Geometry and convergence of natural policy gradient methods | Nov 3, 2022 | Policy Gradient Methods | —Unverified | 0 |
| Convergence of policy gradient methods for finite-horizon exploratory linear-quadratic control problems | Nov 1, 2022 | Policy Gradient Methods | —Unverified | 0 |
| Symmetric (Optimistic) Natural Policy Gradient for Multi-agent Learning with Parameter Convergence | Oct 23, 2022 | Policy Gradient Methods | —Unverified | 0 |
| Policy Gradient Methods for Designing Dynamic Output Feedback Controllers | Oct 18, 2022 | Policy Gradient Methods | —Unverified | 0 |
| On the convergence of policy gradient methods to Nash equilibria in general stochastic games | Oct 17, 2022 | Policy Gradient Methods | —Unverified | 0 |
| Linear Convergence of Natural Policy Gradient Methods with Log-Linear Policies | Oct 4, 2022 | Policy Gradient Methods | —Unverified | 0 |
| Is Reinforcement Learning (Not) for Natural Language Processing: Benchmarks, Baselines, and Building Blocks for Natural Language Policy Optimization | Oct 3, 2022 | Decision MakingPolicy Gradient Methods | CodeCode Available | 1 |
| SoftTreeMax: Policy Gradient with Tree Search | Sep 28, 2022 | Policy Gradient Methods | —Unverified | 0 |
| Asynchronous Actor-Critic for Multi-Agent Reinforcement Learning | Sep 20, 2022 | Decision MakingMulti-agent Reinforcement Learning | —Unverified | 0 |
| Continuous MDP Homomorphisms and Homomorphic Policy Gradient | Sep 15, 2022 | continuous-controlContinuous Control | CodeCode Available | 1 |
| On the Optimization Landscape of Dynamic Output Feedback: A Case Study for Linear Quadratic Regulator | Sep 12, 2022 | Decision MakingPolicy Gradient Methods | —Unverified | 0 |
| The Performance Impact of Combining Agent Factorization with Different Learning Algorithms for Multiagent Coordination | Sep 9, 2022 | ManagementPolicy Gradient Methods | CodeCode Available | 0 |
| Natural Policy Gradients In Reinforcement Learning Explained | Sep 5, 2022 | Policy Gradient Methodsreinforcement-learning | —Unverified | 0 |
| Towards Global Optimality in Cooperative MARL with the Transformation And Distillation Framework | Jul 12, 2022 | Multi-agent Reinforcement LearningPolicy Gradient Methods | —Unverified | 0 |
| Reactive Exploration to Cope with Non-Stationarity in Lifelong Reinforcement Learning | Jul 12, 2022 | Lifelong learningPolicy Gradient Methods | CodeCode Available | 1 |
| Convergence and Price of Anarchy Guarantees of the Softmax Policy Gradient in Markov Potential Games | Jun 15, 2022 | Policy Gradient Methods | —Unverified | 0 |
| Variance Reduction for Policy-Gradient Methods via Empirical Variance Minimization | Jun 14, 2022 | Policy Gradient MethodsReinforcement Learning (RL) | —Unverified | 0 |
| How are policy gradient methods affected by the limits of control? | Jun 14, 2022 | Policy Gradient Methods | —Unverified | 0 |
| Learning Dynamics and Generalization in Reinforcement Learning | Jun 5, 2022 | Policy Gradient Methodsreinforcement-learning | —Unverified | 0 |
