Gradient temporal-difference learning for off-policy evaluation using emphatic weightings

DOI10.1016/j.ins.2021.08.082OpenAlexW3196183762MaRDI QIDQ6146179

Fei Zhu, Shan Zhong, Quan Liu, Qiming Fu, Jiaqing Cao

Publication date: 10 January 2024

Published in: Information Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ins.2021.08.082

zbMATH Keywords

reinforcement learningtemporal-difference learningoff-policy evaluationemphatic approachgradient temporal-difference learning

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Logic in computer science (03B70)

Cites Work

• \({\mathcal Q}\)-learning
• Recruitment-imitation mechanism for evolutionary reinforcement learning
• An analysis of temporal-difference learning with function approximation
• Marginal Mean Models for Dynamic Regimes
• The O.D.E. Method for Convergence of Stochastic Approximation and Reinforcement Learning
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