Handbook of Learning and Approximate Dynamic Programming

Jennie Si; Andrew G. Barto; Warren Buckler Powell; Donald C. Wunsch

Handbook of Learning and Approximate Dynamic Programming

Jennie Si
, Andrew G. Barto
, Warren Buckler Powell
, Donald C. Wunsch

Research output: Book/Report › Book

Abstract

About this Book: A complete resource to Approximate Dynamic Programming (ADP), including on-line simulation code. Provides a tutorial that readers can use to start implementing the learning algorithms provided in the book. Includes ideas, directions, and recent results on current research issues and addresses applications where ADP has been successfully implemented. The contributors are leading researchers in the field.

Original language	American English
State	Published - Jan 1 2004

Keywords

Automatic programming (Computer science)
Control theory
Dynamic programming
Machine learning
Systems engineering

Disciplines

Electrical and Computer Engineering

Access to Document

http://onlinelibrary.wiley.com/book/10.1002/9780470544785

Cite this

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title = "Handbook of Learning and Approximate Dynamic Programming",

abstract = " About this Book: A complete resource to Approximate Dynamic Programming (ADP), including on-line simulation code. Provides a tutorial that readers can use to start implementing the learning algorithms provided in the book. Includes ideas, directions, and recent results on current research issues and addresses applications where ADP has been successfully implemented. The contributors are leading researchers in the field.",

keywords = "Automatic programming (Computer science), Control theory, Dynamic programming, Machine learning, Systems engineering",

author = "Jennie Si and Barto, \{Andrew G.\} and Powell, \{Warren Buckler\} and Wunsch, \{Donald C.\}",

year = "2004",

month = jan,

day = "1",

language = "American English",

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TY - BOOK

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AU - Si, Jennie

AU - Barto, Andrew G.

AU - Powell, Warren Buckler

AU - Wunsch, Donald C.

PY - 2004/1/1

Y1 - 2004/1/1

N2 - About this Book: A complete resource to Approximate Dynamic Programming (ADP), including on-line simulation code. Provides a tutorial that readers can use to start implementing the learning algorithms provided in the book. Includes ideas, directions, and recent results on current research issues and addresses applications where ADP has been successfully implemented. The contributors are leading researchers in the field.

AB - About this Book: A complete resource to Approximate Dynamic Programming (ADP), including on-line simulation code. Provides a tutorial that readers can use to start implementing the learning algorithms provided in the book. Includes ideas, directions, and recent results on current research issues and addresses applications where ADP has been successfully implemented. The contributors are leading researchers in the field.

KW - Automatic programming (Computer science)

KW - Control theory

KW - Dynamic programming

KW - Machine learning

KW - Systems engineering

UR - https://scholarsmine.mst.edu/ele_comeng_facwork/267

UR - http://onlinelibrary.wiley.com/book/10.1002/9780470544785

M3 - Book

BT - Handbook of Learning and Approximate Dynamic Programming

ER -

Handbook of Learning and Approximate Dynamic Programming

Abstract

Keywords

Disciplines

Access to Document

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Cite this