| Distributional constrained reinforcement learning for supply chain optimization | Feb 3, 2023 | Distributional Reinforcement LearningPolicy Gradient Methods | CodeCode Available | 0 |
| Accelerating Policy Gradient by Estimating Value Function from Prior Computation in Deep Reinforcement Learning | Feb 2, 2023 | Deep Reinforcement LearningPolicy Gradient Methods | —Unverified | 0 |
| Policy Gradient for Rectangular Robust Markov Decision Processes | Jan 31, 2023 | FormPolicy Gradient Methods | —Unverified | 0 |
| SoftTreeMax: Exponential Variance Reduction in Policy Gradient via Tree Search | Jan 30, 2023 | GPUPolicy Gradient Methods | —Unverified | 0 |
| Stochastic Dimension-reduced Second-order Methods for Policy Optimization | Jan 28, 2023 | Policy Gradient MethodsSecond-order methods | —Unverified | 0 |
| 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 |