Reinforcement learning and dynamic programming using function approximators
by
Busoniu, Lucian.
Title
:
Reinforcement learning and dynamic programming using function approximators
Author
:
Busoniu, Lucian.
ISBN
:
9781439821091
Publication Information
:
Boca Raton : CRC Press, 2010.
Physical Description
:
xiii, 270 p. : ill.
Series
:
Automation and control engineering ; 39
Series Title
:
Automation and control engineering ; 39
Contents
:
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.
Subject Term
:
Digital control systems.
Dynamic programming.
Added Author
:
Busoniu, Lucian.
Electronic Access
:
Library | Material Type | Item Barcode | Shelf Number | [[missing key: search.ChildField.HOLDING]] | Status |
---|
Online Library | E-Book | 290695-1001 | ONLINE | | Elektronik Kütüphane |