| f-Policy Gradients: A General Framework for Goal Conditioned RL using f-Divergences | Oct 10, 2023 | Efficient ExplorationPolicy Gradient Methods | —Unverified | 0 |
| Global Convergence of Policy Gradient Methods in Reinforcement Learning, Games and Control | Oct 8, 2023 | Decision MakingPolicy Gradient Methods | —Unverified | 0 |
| Optimizing Solution-Samplers for Combinatorial Problems: The Landscape of Policy-Gradient Methods | Oct 8, 2023 | Policy Gradient MethodsTraveling Salesman Problem | —Unverified | 0 |
| Beyond Stationarity: Convergence Analysis of Stochastic Softmax Policy Gradient Methods | Oct 4, 2023 | Decision MakingPolicy Gradient Methods | —Unverified | 0 |
| Sample Complexity of Neural Policy Mirror Descent for Policy Optimization on Low-Dimensional Manifolds | Sep 25, 2023 | Policy Gradient MethodsReinforcement Learning (RL) | —Unverified | 0 |
| Oracle Complexity Reduction for Model-free LQR: A Stochastic Variance-Reduced Policy Gradient Approach | Sep 19, 2023 | Policy Gradient Methods | CodeCode Available | 0 |
| 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 |
| Commodities Trading through Deep Policy Gradient Methods | Aug 10, 2023 | Algorithmic TradingDeep Reinforcement Learning | —Unverified | 0 |
| Hindsight-DICE: Stable Credit Assignment for Deep Reinforcement Learning | Jul 21, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Enabling Efficient, Reliable Real-World Reinforcement Learning with Approximate Physics-Based Models | Jul 16, 2023 | Policy Gradient Methods | CodeCode Available | 0 |
