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Reinforcement learning and dynamic p...

Busoniu, Lucian.

Reinforcement learning and dynamic programming using function approximators

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Reinforcement learning and dynamic programming using function approximatorsLucian Busoniu ... [et al].
其他作者:	Busoniu, Lucian.
出版者:	Boca Raton :CRC Press,2010.
面頁冊數:	xiii, 270 p. :ill.
標題:	Digital control systems.
電子資源:	Distributed by publisher. Purchase or institutional license may be required for access.
ISBN:	9781439821091 (e-book : PDF)

Reinforcement learning and dynamic programming using function approximators
Reinforcement learning and dynamic programming using function approximators[electronic resource] /Lucian Busoniu ... [et al]. - Boca Raton :CRC Press,2010. - xiii, 270 p. :ill. - Automation and control engineering ;39. - Automation and control engineering ;25..

Includes bibliographical references and index.

ch. 1. Introduction -- ch. 2. An introduction to dynamic programming and reinforcement learning -- ch. 3. Dynamic programming and reinforcement learning in large and continuous spaces -- ch. 4. Approximate value iteration with a fuzzy representation -- ch. 5. Approximate policy iteration for online learning and continuous-action control -- ch. 6. Approximate policy search with cross-entropy optimization of basis functions.

Mode of access: World Wide Web.

ISBN: 9781439821091 (e-book : PDF)Subjects--Topical Terms:

190478
Digital control systems.
Index Terms--Genre/Form:

214472
Electronic books.

Reinforcement learning and dynamic programming using function approximators
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020 $a 9781439821091 (e-book : PDF)
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245 0 0 $a Reinforcement learning and dynamic programming using function approximators $h [electronic resource] / $c Lucian Busoniu ... [et al].
260 $a Boca Raton : $b CRC Press, $c 2010.
300 $a xiii, 270 p. : $b ill.
490 1 $a Automation and control engineering ; $v 39
504 $a Includes bibliographical references and index.
505 0 $a ch. 1. Introduction -- ch. 2. An introduction to dynamic programming and reinforcement learning -- ch. 3. Dynamic programming and reinforcement learning in large and continuous spaces -- ch. 4. Approximate value iteration with a fuzzy representation -- ch. 5. Approximate policy iteration for online learning and continuous-action control -- ch. 6. Approximate policy search with cross-entropy optimization of basis functions.
530 $a Also available in print edition.
538 $a Mode of access: World Wide Web.
650 0 $a Digital control systems. $3 190478
650 0 $a Dynamic programming. $3 181912
655 7 $a Electronic books. $2 local. $3 214472
700 1 $a Busoniu, Lucian. $3 487290
776 1 $z 9781439821084
830 0 $a Automation and control engineering ; $v 25. $3 487169
856 4 0 $u http://marc.crcnetbase.com/isbn/9781439821091 $q application/PDF $z Distributed by publisher. Purchase or institutional license may be required for access.