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Policy Gradient Methods

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Showing 251–275 of 382 papers

TitleStatusHype
Natural Policy Gradient Methods with Parameter-based Exploration for Control Tasks—0
Natural Policy Gradients In Reinforcement Learning Explained—0
Neural MMO v1.3: A Massively Multiagent Game Environment for Training and Evaluating Neural Networks—0
Neural Policy Gradient Methods: Global Optimality and Rates of Convergence—0
Non-Parametric Stochastic Policy Gradient with Strategic Retreat for Non-Stationary Environment—0
Object Exchangeability in Reinforcement Learning: Extended Abstract—0
Off-OAB: Off-Policy Policy Gradient Method with Optimal Action-Dependent Baseline—0
On a Connection between Importance Sampling and the Likelihood Ratio Policy Gradient—0
On Global Convergence Rates for Federated Policy Gradient under Heterogeneous Environment—0
On the Convergence of Discounted Policy Gradient Methods—0
On the convergence of policy gradient methods to Nash equilibria in general stochastic games—0
On the Convergence Rates of Policy Gradient Methods—0
On the Global Convergence of Risk-Averse Policy Gradient Methods with Expected Conditional Risk Measures—0
On the Global Convergence Rates of Softmax Policy Gradient Methods—0
On the Linear convergence of Natural Policy Gradient Algorithm—0
On the Optimization Landscape of Dynamic Output Feedback: A Case Study for Linear Quadratic Regulator—0
On the Theory of Policy Gradient Methods: Optimality, Approximation, and Distribution Shift—0
Optimal Resource Allocation in Wireless Control Systems via Deep Policy Gradient—0
Acceleration in Policy Optimization—0
Optimistic Policy Gradient in Multi-Player Markov Games with a Single Controller: Convergence Beyond the Minty Property—0
Optimistic policy iteration and natural actor-critic: A unifying view and a non-optimality result—0
Optimization Landscape of Policy Gradient Methods for Discrete-time Static Output Feedback—0
Optimizing over a Restricted Policy Class in Markov Decision Processes—0
Optimizing Solution-Samplers for Combinatorial Problems: The Landscape of Policy-Gradient Methods—0
Ordering-based Conditions for Global Convergence of Policy Gradient Methods—0
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