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Policy Gradient Methods

Papers

Showing 121130 of 382 papers

TitleStatusHype
Beyond Stationarity: Convergence Analysis of Stochastic Softmax Policy Gradient Methods0
Sample Complexity of Neural Policy Mirror Descent for Policy Optimization on Low-Dimensional Manifolds0
Oracle Complexity Reduction for Model-free LQR: A Stochastic Variance-Reduced Policy Gradient ApproachCode0
Learning Zero-Sum Linear Quadratic Games with Improved Sample Complexity and Last-Iterate ConvergenceCode0
Commodities Trading through Deep Policy Gradient Methods0
Hindsight-DICE: Stable Credit Assignment for Deep Reinforcement LearningCode0
Enabling Efficient, Reliable Real-World Reinforcement Learning with Approximate Physics-Based ModelsCode0
Learning Decentralized Partially Observable Mean Field Control for Artificial Collective Behavior0
Provably Convergent Policy Optimization via Metric-aware Trust Region Methods0
Correcting discount-factor mismatch in on-policy policy gradient methods0
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