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policy gradient

518 papers

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Also known as

SPG A3C CPGA DPG VPG PG

Co-occurring keywords

reinforcement learning (4122) variance reduction (520) deep reinforcement learning (903) continuous control (246) sample efficiency (469) markov decision process (788) policy optimization (630) sample complexity (1158) off-policy learning (227) multi-agent reinforcement learning (534)

Papers

Matryoshka Policy Gradient for Entropy-Regularized RL: Convergence and Global Optimality JMLR 2024
Independent Learning in Constrained Markov Potential Games AISTATS 2024
Meta-learning linear quadratic regulators: a policy gradient MAML approach for model-free LQR L4DC 2024
Robust Black-Box Optimization for Stochastic Search and Episodic Reinforcement Learning JMLR 2024
Sample-Efficient Constrained Reinforcement Learning with General Parameterization NIPS 2024
A Risk-Sensitive Approach to Policy Optimization AAAI 2023
Learning Explicit Credit Assignment for Cooperative Multi-Agent Reinforcement Learning via Polarization Policy Gradient AAAI 2023
Policy-Based Primal-Dual Methods for Convex Constrained Markov Decision Processes AAAI 2023
Distributionally Robust Policy Gradient for Offline Contextual Bandits AISTATS 2023
Off-Policy Proximal Policy Optimization AAAI 2023
Gradient-Adaptive Pareto Optimization for Constrained Reinforcement Learning AAAI 2023
Reinforcement Learning for Topic Models ACL 2023
Set-to-Sequence Ranking-Based Concept-Aware Learning Path Recommendation AAAI 2023
On Many-Actions Policy Gradient ICML 2023
The Sufficiency of Off-Policyness and Soft Clipping: PPO Is Still Insufficient according to an Off-Policy Measure AAAI 2023
Policy Gradient Methods Find the Nash Equilibrium in N-player General-sum Linear-quadratic Games JMLR 2023
Off-Policy Actor-Critic with Emphatic Weightings JMLR 2023
Augmented Proximal Policy Optimization for Safe Reinforcement Learning AAAI 2023
Human-in-the-loop Abstractive Dialogue Summarization ACL 2023
Enhancing Language Model with Unit Test Techniques for Efficient Regular Expression Generation EMNLP 2023
Reinforcement Replaces Supervision: Query focused Summarization using Deep Reinforcement Learning EMNLP 2023
AdaMAE: Adaptive Masking for Efficient Spatiotemporal Learning With Masked Autoencoders CVPR 2023
Quantum Policy Gradient Algorithm with Optimized Action Decoding ICML 2023
Aligning Language Models with Preferences through $f$-divergence Minimization ICML 2023
Physics-Informed Model-Based Reinforcement Learning L4DC 2023