國立高雄大學圖資館 |

Language: English

Back

Reinforcement learning and dynamic p...

Busoniu, Lucian.

Reinforcement learning and dynamic programming using function approximators

Record Type:	Electronic resources : Monograph/item
Title/Author:	Reinforcement learning and dynamic programming using function approximatorsLucian Busoniu ... [et al].
other author:	Busoniu, Lucian.
Published:	Boca Raton :CRC Press,2010.
Description:	xiii, 270 p. :ill.
Subject:	Digital control systems.
Online resource:	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
LDR:01467nmm 2200277Ia 4500 001 275875
003 FlBoTFG
005 20100928164800.0
006 a|||||s|||||||||||
007 cr||||
008 110107s2010 fluad sb 001 0 eng d
020 $a 9781439821091 (e-book : PDF)
020 $a 9781439821084
035 $a CRC0KE10992PDF
040 $a FlBoTFG $c FlBoTFG
090 $a TJ223.M53 $b R44 2010
092 $a 629.89 $b R367
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.