John Mortimer: Mortimer John: Summer'S Lease (TV Tie-in)(Us)

Mortimer John: Summer'S Lease (TV Tie-in)(Us)


Description

The villa near a small Tuscan town is everything the Pargeter family could want for three weeks. But when the idyll turns sour, Molly Pargeter begins to wonder about their mysterious absentee landlord.

"I'm not a businessman-I'm a business, man." 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 when interacting with a complex, uncertain environment. In Reinforcement Learning, Richard Sutton and Andrew Barto provide a clear and simple account of the key ideas and algorithms of reinforcement learning. Their discussion ranges from the history of the field's intellectual foundations to the most recent developments and applications. The only necessary mathematical background is familiarity with elementary concepts of probability. The book is divided into three parts. Part I defines the reinforcement 76 Fallacies download epub learning problem in terms of Markov decision processes. Part II provides basic solution methods: dynamic programming, Monte Carlo methods, and temporal-difference learning. Part III presents a unified view of the solution methods and incorporates artificial neural networks, eligibility traces, and planning; the two final chapters present case studies and consider the future of reinforcement learning.


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Author: John Mortimer
Number of Pages: 288 pages
Published Date: 01 May 1991
Publisher: Penguin Books Ltd
Publication Country: New York, NY, United States
Language: English
ISBN: 9780140158274
Download Link: Click Here
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