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Lewis, Frank L.

Reinforcement Learning and Approximate Dynamic Programming for Feedback Control

Lewis, Frank L. - Reinforcement Learning and Approximate Dynamic Programming for Feedback Control, e-kirja

128,05€

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ISBN: 9781118453971
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Tulostus194 sivua ja lisä sivu kertyy joka 4. tunti, ylärajana 194 sivua
Kopioi leikepöydälle5 poimintoa

Reinforcement learning (RL) and adaptive dynamic programming (ADP) has been one of the most critical research fields in science and engineering for modern complex systems. This book describes the latest RL and ADP techniques for decision and control in human engineered systems, covering both single player decision and control and multi-player games. Edited by the pioneers of RL and ADP research, the book brings together ideas and methods from many fields and provides an important and timely guidance on controlling a wide variety of systems, such as robots, industrial processes, and economic decision-making.

Avainsanat: Intelligent Systems & Agents, reinforcement learning and approximate dynamic programming for feedback control, reinforcement learning, adaptive control, stochastic learning, function approximators, frank lewis, derong liu, cao, busoniuReinforcement learning, approximate dynamic programming, optimal control systems, adaptive dynamic programming, policy iteration, value iteration

Tekijä(t)
 
Julkaisija
John Wiley and Sons, Inc.
Julkaisuvuosi
2013
Kieli
en
Painos
1
Sarja
IEEE Press Series on Computational Intelligence
Sivumäärä
648 sivua
Kategoria
Tekniikka, energia, liikenne
Tiedostomuoto
E-kirja
eISBN (ePUB)
9781118453971
Painetun ISBN
9781118104200

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