Coverart for item
The Resource Handbook of learning and approximate dynamic programming, [edited by] Jennie Si ... [et al.], (electronic resource)

Handbook of learning and approximate dynamic programming, [edited by] Jennie Si ... [et al.], (electronic resource)

Label
Handbook of learning and approximate dynamic programming
Title
Handbook of learning and approximate dynamic programming
Statement of responsibility
[edited by] Jennie Si ... [et al.]
Contributor
Subject
Genre
Language
eng
Action
digitized
Dewey number
519.7/03
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
Si, Jennie
http://library.link/vocab/subjectName
  • Dynamic programming
  • Automatic programming (Computer science)
  • Machine learning
  • Control theory
  • Systems engineering
Label
Handbook of learning and approximate dynamic programming, [edited by] Jennie Si ... [et al.], (electronic resource)
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Color
multicolored
Contents
Front Matter -- Foreword / Shankar Sastry -- ADP: Goals, Opportunities and Principles / Paul Werbos -- Overview. Reinforcement Learning and Its Relationship to Supervised Learning / Andrew G Barto, Thomas G Dietterich -- Model-Based Adaptive Critic Designs / Silvia Ferrari, Robert F Stengel -- Guidance in the Use of Adaptive Critics for Control / George G Lendaris, James C Neidhoefer -- Direct Neural Dynamic Programming / Jennie Si, Lei Yang, Derong Liu -- The Linear Programming Approach to Approximate Dynamic Programming / Daniela Pucci de Farias -- Reinforcement Learning in Large, High-Dimensional State Spaces / Greg Grudic, Lyle Ungar -- Hierarchical Decision Making / Malcolm Ryan -- Technical Advances. Improved Temporal Difference Methods with Linear Function Approximation / Dimitri P Bertsekas, Vivek S Borkar, Angelia Nedich -- Approximate Dynamic Programming for High-Dimensional Resource Allocation Problems / Warren B Powell, Benjamin Van Roy -- Hierarchical Approaches to Concurrency, Multiagency, and Partial Observability / Sridhar Mahadevan, Mohammad Ghavamzadeh, Khashayar Rohanimanesh, Georgias Theocharous -- Learning and Optimization 7 From a System Theoretic Perspective / Xi-Ren Cao -- Robust Reinforcement Learning Using Integral-Quadratic Constraints / Charles W Anderson, Matt Kretchmar, Peter Young, Douglas Hittle -- Supervised Actor-Critic Reinforcement Learning / Michael T Rosenstein, Andrew G Barto -- BPTT and DAC 7 A Common Framework for Comparison / Danil V Prokhorov -- Applications. Near-Optimal Control Via Reinforcement Learning and Hybridization / Augustine O Esogbue, Warren E Hearnes -- Multiobjective Control Problems by Reinforcement Learning / Dong-Oh Kang, Zeungnam Bien -- Adaptive Critic Based Neural Network for Control-Constrained Agile Missile / S N Balakrishnan, Dongchen Han -- Applications of Approximate Dynamic Programming in Power Systems Control / Ganesh K Venayagamoorthy, Donald C Wunsch, Ronald G Harley -- Robust Reinforcement Learning for Heating, Ventilation, and Air Conditioning Control of Buildings / Charles W Anderson, Douglas Hittle, Matt Kretchmar, Peter Young -- Helicopter Flight Control Using Direct Neural Dynamic Programming / Russell Enns, Jennie Si -- Toward Dynamic Stochastic Optimal Power Flow / James A Momoh -- Control, Optimization, Security, and Self-healing of Benchmark Power Systems / James A Momoh, Edwin Zivi -- Bibliography -- Index
Control code
ocn557402415
Dimensions
unknown
Extent
1 online resource (xxi, 644 p.)
Form of item
online
Isbn
9780470544785
Note
Wiley
Other physical details
ill
Reproduction note
Electronic reproduction.
Specific material designation
remote
System control number
(OCoLC)557402415
System details
Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002.
Label
Handbook of learning and approximate dynamic programming, [edited by] Jennie Si ... [et al.], (electronic resource)
Publication
Bibliography note
Includes bibliographical references and index
Color
multicolored
Contents
Front Matter -- Foreword / Shankar Sastry -- ADP: Goals, Opportunities and Principles / Paul Werbos -- Overview. Reinforcement Learning and Its Relationship to Supervised Learning / Andrew G Barto, Thomas G Dietterich -- Model-Based Adaptive Critic Designs / Silvia Ferrari, Robert F Stengel -- Guidance in the Use of Adaptive Critics for Control / George G Lendaris, James C Neidhoefer -- Direct Neural Dynamic Programming / Jennie Si, Lei Yang, Derong Liu -- The Linear Programming Approach to Approximate Dynamic Programming / Daniela Pucci de Farias -- Reinforcement Learning in Large, High-Dimensional State Spaces / Greg Grudic, Lyle Ungar -- Hierarchical Decision Making / Malcolm Ryan -- Technical Advances. Improved Temporal Difference Methods with Linear Function Approximation / Dimitri P Bertsekas, Vivek S Borkar, Angelia Nedich -- Approximate Dynamic Programming for High-Dimensional Resource Allocation Problems / Warren B Powell, Benjamin Van Roy -- Hierarchical Approaches to Concurrency, Multiagency, and Partial Observability / Sridhar Mahadevan, Mohammad Ghavamzadeh, Khashayar Rohanimanesh, Georgias Theocharous -- Learning and Optimization 7 From a System Theoretic Perspective / Xi-Ren Cao -- Robust Reinforcement Learning Using Integral-Quadratic Constraints / Charles W Anderson, Matt Kretchmar, Peter Young, Douglas Hittle -- Supervised Actor-Critic Reinforcement Learning / Michael T Rosenstein, Andrew G Barto -- BPTT and DAC 7 A Common Framework for Comparison / Danil V Prokhorov -- Applications. Near-Optimal Control Via Reinforcement Learning and Hybridization / Augustine O Esogbue, Warren E Hearnes -- Multiobjective Control Problems by Reinforcement Learning / Dong-Oh Kang, Zeungnam Bien -- Adaptive Critic Based Neural Network for Control-Constrained Agile Missile / S N Balakrishnan, Dongchen Han -- Applications of Approximate Dynamic Programming in Power Systems Control / Ganesh K Venayagamoorthy, Donald C Wunsch, Ronald G Harley -- Robust Reinforcement Learning for Heating, Ventilation, and Air Conditioning Control of Buildings / Charles W Anderson, Douglas Hittle, Matt Kretchmar, Peter Young -- Helicopter Flight Control Using Direct Neural Dynamic Programming / Russell Enns, Jennie Si -- Toward Dynamic Stochastic Optimal Power Flow / James A Momoh -- Control, Optimization, Security, and Self-healing of Benchmark Power Systems / James A Momoh, Edwin Zivi -- Bibliography -- Index
Control code
ocn557402415
Dimensions
unknown
Extent
1 online resource (xxi, 644 p.)
Form of item
online
Isbn
9780470544785
Note
Wiley
Other physical details
ill
Reproduction note
Electronic reproduction.
Specific material designation
remote
System control number
(OCoLC)557402415
System details
Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002.

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