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Policy Gradient Methods

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Showing 126–150 of 382 papers

TitleStatusHype
Focused Hierarchical RNNs for Conditional Sequence Processing—0
Improving Reward-Conditioned Policies for Multi-Armed Bandits using Normalized Weight Functions—0
Convergence and Price of Anarchy Guarantees of the Softmax Policy Gradient in Markov Potential Games—0
Convergence and Optimality of Policy Gradient Methods in Weakly Smooth Settings—0
An Initial Introduction to Cooperative Multi-Agent Reinforcement Learning—0
Control randomisation approach for policy gradient and application to reinforcement learning in optimal switching—0
Global Convergence of Policy Gradient Methods in Reinforcement Learning, Games and Control—0
Global Convergence of Policy Gradient Methods to (Almost) Locally Optimal Policies—0
Controlling an Inverted Pendulum with Policy Gradient Methods-A Tutorial—0
On Linear Convergence of Policy Gradient Methods for Finite MDPs—0
Adaptive Step-Size for Policy Gradient Methods—0
Global Convergence Using Policy Gradient Methods for Model-free Markovian Jump Linear Quadratic Control—0
Global Optimality and Finite Sample Analysis of Softmax Off-Policy Actor Critic under State Distribution Mismatch—0
Global Optimality Guarantees For Policy Gradient Methods—0
Towards Global Optimality for Practical Average Reward Reinforcement Learning without Mixing Time Oracles—0
Greedification Operators for Policy Optimization: Investigating Forward and Reverse KL Divergences—0
Guided Adaptive Credit Assignment for Sample Efficient Policy Optimization—0
A Policy Gradient Framework for Stochastic Optimal Control Problems with Global Convergence Guarantee—0
Ad Headline Generation using Self-Critical Masked Language Model—0
Convergence of policy gradient methods for finite-horizon exploratory linear-quadratic control problems—0
Homotopic Policy Mirror Descent: Policy Convergence, Implicit Regularization, and Improved Sample Complexity—0
Correcting discount-factor mismatch in on-policy policy gradient methods—0
Approximation Benefits of Policy Gradient Methods with Aggregated States—0
Countering Language Drift via Grounding—0
Global Convergence of Policy Gradient Methods for Linearized Control Problems—0
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