| Landscape of Policy Optimization for Finite Horizon MDPs with General State and Action | Sep 25, 2024 | Policy Gradient Methods | —Unverified | 0 |
| Learning Decentralized Partially Observable Mean Field Control for Artificial Collective Behavior | Jul 12, 2023 | Policy Gradient MethodsReinforcement Learning (RL) | —Unverified | 0 |
| Adaptive Step-Size for Policy Gradient Methods | Dec 1, 2013 | Policy Gradient MethodsReinforcement Learning | —Unverified | 0 |
| Learning from Algorithm Feedback: One-Shot SAT Solver Guidance with GNNs | May 21, 2025 | Combinatorial OptimizationPolicy Gradient Methods | —Unverified | 0 |
| Global Convergence of Policy Gradient Methods for Linearized Control Problems | Jan 1, 2018 | continuous-controlContinuous Control | —Unverified | 0 |
| Learning in complex action spaces without policy gradients | Oct 8, 2024 | Policy Gradient MethodsQ-Learning | —Unverified | 0 |
| Global Convergence of Policy Gradient Methods for the Linear Quadratic Regulator | Jan 15, 2018 | continuous-controlContinuous Control | —Unverified | 0 |
| Global Convergence of Natural Policy Gradient with Hessian-aided Momentum Variance Reduction | Jan 2, 2024 | MuJoCoPolicy Gradient Methods | —Unverified | 0 |
| Global Convergence Guarantees for Federated Policy Gradient Methods with Adversaries | Mar 15, 2024 | Decision MakingPolicy Gradient Methods | —Unverified | 0 |
| Computing and Learning Stationary Mean Field Equilibria with Scalar Interactions: Algorithms and Applications | Feb 2, 2025 | counterfactualPolicy Gradient Methods | —Unverified | 0 |