Reinforcement Learning: An Introduction By: Richard S Sutton, Andrew G Barto

0

Reinforcement Learning: An Introduction By: Richard S Sutton, Andrew G Barto

Reinforcement Learning: An Introduction By: Richard S Sutton, Andrew G Barto | Ebooks – Computer/Internet | EPUB | 9.00 MiB
February 26th 1998 | ISBN: 0262193981 | English | 322 pages

Author: Andrew G. Barto

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.

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 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.

File List (Click to Show)


Download Reinforcement Learning: An Introduction By: Richard S Sutton, Andrew G Barto ( Size: 9.00 MiB ) :

Filehosts: Nitroflare, DropAPK, Rapidgator

Download from Nitroflare

1 Link/s fcstatusDownload (Filecrypt)
Download (Safelinking)

https://nitro.download/view/4168E0F42AB3722/bgdefReLeAnInByRiSSuAnGBa.zip

Download from Rapidgator

1 Link/s fcstatusDownload (Filecrypt)
Download (Safelinking)

https://rapidgator.net/file/1bc433870e6f4416bd41222faf64fefe/bgdefReLeAnInByRiSSuAnGBa.zip.html

Download from DropAPK

1 Link/s fcstatusDownload (Filecrypt)
Download (Safelinking)

https://dropapk.to/tpkrxp2xca9l

You might also like

Leave A Reply

Your email address will not be published.

5 × 5 =