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Policy Gradient Methods

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Showing 101–125 of 382 papers

TitleStatusHype
Curious Explorer: a provable exploration strategy in Policy Learning—0
Entropy annealing for policy mirror descent in continuous time and space—0
Entropy Regularization with Discounted Future State Distribution in Policy Gradient Methods—0
A reinterpretation of the policy oscillation phenomenon in approximate policy iteration—0
Equivalence Between Policy Gradients and Soft Q-Learning—0
Equivalence of stochastic and deterministic policy gradients—0
Optimal Rates of Convergence for Entropy Regularization in Discounted Markov Decision Processes—0
Beyond Exact Gradients: Convergence of Stochastic Soft-Max Policy Gradient Methods with Entropy Regularization—0
Evolutionary Policy Optimization—0
Evolutionary Selective Imitation: Interpretable Agents by Imitation Learning Without a Demonstrator—0
Adversarial Policy Gradient for Alternating Markov Games—0
Exchangeable Input Representations for Reinforcement Learning—0
Expected Policy Gradients for Reinforcement Learning—0
Countering Language Drift via Grounding—0
Correcting discount-factor mismatch in on-policy policy gradient methods—0
Approximation Benefits of Policy Gradient Methods with Aggregated States—0
Factored Policy Gradients: Leveraging Structure for Efficient Learning in MOMDPs—0
Fast Global Convergence of Natural Policy Gradient Methods with Entropy Regularization—0
Federated Natural Policy Gradient and Actor Critic Methods for Multi-task Reinforcement Learning—0
Federated Reinforcement Learning with Constraint Heterogeneity—0
Momentum-Based Policy Gradient with Second-Order Information—0
Fill-and-Spill: Deep Reinforcement Learning Policy Gradient Methods for Reservoir Operation Decision and Control—0
Fine-Grained AutoAugmentation for Multi-Label Classification—0
Convergence of policy gradient methods for finite-horizon exploratory linear-quadratic control problems—0
A Policy Gradient Framework for Stochastic Optimal Control Problems with Global Convergence Guarantee—0
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