Автор: Sutton Richard S., Barto Andrew G. Название: Reinforcement Learning: An Introduction, 2 ed. ISBN: 0262039249 ISBN-13(EAN): 9780262039246 Издательство: MIT Press Рейтинг: Цена: 18850.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
The significantly expanded and updated new edition of a widely used text on reinforcement learning, one of the most active research areas in artificial intelligence.
Reinforcement learning, one of the most active research areas in artificial intelligence, is a computational approach to learning whereby an agent tries to maximize the total amount of reward it receives while interacting with a complex, uncertain environment. In Reinforcement Learning, Richard Sutton and Andrew Barto provide a clear and simple account of the field's key ideas and algorithms. This second edition has been significantly expanded and updated, presenting new topics and updating coverage of other topics.
Like the first edition, this second edition focuses on core, online learning algorithms, with the more mathematical material set off in shaded boxes. Part I covers as much of reinforcement learning as possible without going beyond the tabular case for which exact solutions can be found. Many algorithms presented in this part are new for the second edition, including UCB, Expected Sarsa, and Double Learning. Part II extends these ideas to function approximation, with new sections on such topics as artificial neural networks and the Fourier basis, and offers expanded treatment of off-policy learning and policy-gradient methods. Part III has new chapters on reinforcement learning's relationships to psychology and neuroscience, as well as an updated case-studies chapter including AlphaGo and AlphaGo Zero, Atari game playing, and IBM Watson's wagering strategy. The final chapter discusses the future societal impacts of reinforcement learning.
Автор: Sutton Richard Название: Argument of John K. Porter on Trial of John C. Mather ISBN: 127508706X ISBN-13(EAN): 9781275087064 Издательство: Неизвестно Цена: 2173.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Автор: Sutton, Richard S. Barto, Andrew G. Название: Reinforcement learning ISBN: 0262193981 ISBN-13(EAN): 9780262193986 Издательство: MIT Press Рейтинг: Цена: 10040.00 р. Наличие на складе: Нет в наличии.
Описание: An account of key ideas and algorithms in reinforcement learning. The discussion ranges from the history of the field`s intellectual foundations to recent developments and applications. Areas studied include reinforcement learning problems in terms of Markov decision problems and solution methods.
Автор: Irwin, Richard L Sutton, William A. Mccarthy, Larry M. Название: Sport promotion and sales management ISBN: 073606477X ISBN-13(EAN): 9780736064774 Издательство: Неизвестно Рейтинг: Цена: 14573.00 р. Наличие на складе: Поставка под заказ.
Описание: Focuses on the role of sales and sponsorship as an integral part of developing a successful sport business. This title provides emphasis on e-commerce and gives an overview of the rapid changes that technological innovations are bringing to the sport industry.
Автор: Sutton Richard Название: The Stress Code: From Surviving to Thriving ISBN: 177010657X ISBN-13(EAN): 9781770106574 Издательство: Pan Macmillan Рейтинг: Цена: 3328.00 р. Наличие на складе: Нет в наличии.
Описание: Stress impacts all facets of our lives and it is having devastating effects on the global economy. Effects such as reduced productivity and the huge burden being placed on healthcare systems around the world.
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