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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 : 單行本
正題名/作者:
Reinforcement learning and dynamic programming using function approximators/ / Lucian 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:
Dynamic programming. -
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 ;30..
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:
197237
Dynamic programming.
Index Terms--Genre/Form:
96803
Electronic books.
Reinforcement learning and dynamic programming using function approximators
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