Title Distributional reinforcement learning / Marc G. Bellemare, Will Dabney, Mark Rowland

Published Cambridge, Massachusetts : The MIT Press, [2023]

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Description 1 online resource Series Adaptive computation and machine learning Adaptive computation and machine learning. Contents The Distribution of Returns -- Learning the Return Distribution -- Operators and Metrics -- Distributional Dynamic Programming -- Incremental Algorithms -- Control -- Statistical Functionals -- Linear Function Approximation -- Deep Reinforcement Learning -- Two Applications and a Conclusion Summary "Distributional reinforcement learning provides a mathematical theory to describe the random outcomes caused by an agent's decisions"-- Provided by publisher Analysis COMPUTERS / Data Science / Machine Learning MATHEMATICS / Probability & Statistics / General COMPUTERS / Artificial Intelligence / General Bibliography Includes bibliographical references and index Notes Description based upon online resource; title from PDF title page (viewed May 14th, 2023) Subject Reinforcement learning. Reinforcement learning -- Statistical methods Reinforcement learning. Form Electronic book Author Dabney, Will, author. Rowland, Mark (Research scientist), author. LC no. 2022033241 ISBN 9780262374026 0262374021 0262374013 9780262374019

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