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On average versus discounted reward temporal-difference learning

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Publication:1604814
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DOI10.1023/A:1017980312899zbMath1014.68070MaRDI QIDQ1604814

John N. Tsitsiklis, Benjamin van Roy

Publication date: 8 July 2002

Published in: Machine Learning (Search for Journal in Brave)


zbMATH Keywords

average rewardtemporal-difference learning


Mathematics Subject Classification ID

Computational learning theory (68Q32)


Related Items (6)

Scalable Reinforcement Learning for Multiagent Networked Systems ⋮ Hyperbolically Discounted Temporal Difference Learning ⋮ Long-Term Reward Prediction in TD Models of the Dopamine System ⋮ Derivatives of Logarithmic Stationary Distributions for Policy Gradient Reinforcement Learning ⋮ Internal-Time Temporal Difference Model for Neural Value-Based Decision Making ⋮ Representation and Timing in Theories of the Dopamine System






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