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Handbook of learning and approximate dynamic programming : [based on the workshop "Learning and Approximate Dynamic Programming", which was sponsored by the National Science Foundation and held in Playa del Carmen, Mexico in April of 2002] / [ed, by] Jennie Si ...

Contributor(s): Resource type: Ressourcentyp: Buch (Online)Book (Online)Language: English Series: IEEE press series on computational intelligence ; 2Publisher: Piscataway, NJ [u.a.] : IEEE Press [u.a.], 2004Description: Online Ressource (xxi, 644 pages) : illustrationsISBN:
  • 9780470544785
  • 0470544783
Subject(s): Additional physical formats: 9780471660545 | Erscheint auch als: Handbook of learning and approximate dynamic programming. Druck-Ausgabe. Piscataway, NJ [u.a.] : IEEE Press [u.a.], 2004. XXI, 644 SDDC classification:
  • 519.703
  • 519.7/03
RVK: RVK: ST 285 | ST 300LOC classification:
  • T57.83
DOI: DOI: 10.1002/9780470544785Online resources: Summary: 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 -- 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 -- 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 -- IndexPPN: PPN: 881923885Package identifier: Produktsigel: ZDB-35-UBC | ZDB-35-WIC
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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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