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Computational and Robotic Models of the Hierarchical Organization of Behavior - Gianluca Baldassarre
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ISBN: 9783642398742

[ED: Buch], [PU: Springer-Verlag GmbH], Neuware - Current robots and other artificial systems are typically able to accomplish only one single task. Overcoming this limitation requires the development of control architectures and learning algorithms that can support the acquisition and deployment of several different skills, which in turn seems to require a modular and hierarchical organization. In this way, different modules can acquire different skills without catastrophic interference, and higher-level components of the system can solve complex tasks by exploiting the skills encapsulated in the lower-level modules. While machine learning and robotics recognize the fundamental importance of the hierarchical organization of behavior for building robots that scale up to solve complex tasks, research in psychology and neuroscience shows increasing evidence that modularity and hierarchy are pivotal organization principles of behavior and of the brain. They might even lead to the cumulative acquisition of an ever-increasing number of skills, which seems to be a characteristic of mammals, and humans in particular. This book is a comprehensive overview of the state of the art on the modeling of the hierarchical organization of behavior in animals, and on its exploitation in robot controllers. The book perspective is highly interdisciplinary, featuring models belonging to all relevant areas, including machine learning, robotics, neural networks, and computational modeling in psychology and neuroscience. The book chapters review the authors' most recent contributions to the investigation of hierarchical behavior, and highlight the open questions and most promising research directions. As the contributing authors are among the pioneers carrying out fundamental work on this topic, the book covers the most important and topical issues in the field from a computationally informed, theoretically oriented perspective. The book will be of benefit to academic and industrial researchers and gr, DE, [SC: 0.00], Neuware, gewerbliches Angebot, FixedPrice, 358, [GW: 680g], offene Rechnung (Vorkasse vorbehalten), PayPal, Banküberweisung

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Computational and Robotic Models of the Hierarchical Organization of Behavior - Gianluca Baldassarre
Vergriffenes Buch, derzeit bei uns nicht verfügbar.
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Gianluca Baldassarre:
Computational and Robotic Models of the Hierarchical Organization of Behavior - neues Buch

ISBN: 9783642398742

[ED: Buch], [PU: Springer-Verlag GmbH], Neuware - Current robots and other artificial systems are typically able to accomplish only one single task. Overcoming this limitation requires the development of control architectures and learning algorithms that can support the acquisition and deployment of several different skills, which in turn seems to require a modular and hierarchical organization. In this way, different modules can acquire different skills without catastrophic interference, and higher-level components of the system can solve complex tasks by exploiting the skills encapsulated in the lower-level modules. While machine learning and robotics recognize the fundamental importance of the hierarchical organization of behavior for building robots that scale up to solve complex tasks, research in psychology and neuroscience shows increasing evidence that modularity and hierarchy are pivotal organization principles of behavior and of the brain. They might even lead to the cumulative acquisition of an ever-increasing number of skills, which seems to be a characteristic of mammals, and humans in particular. This book is a comprehensive overview of the state of the art on the modeling of the hierarchical organization of behavior in animals, and on its exploitation in robot controllers. The book perspective is highly interdisciplinary, featuring models belonging to all relevant areas, including machine learning, robotics, neural networks, and computational modeling in psychology and neuroscience. The book chapters review the authors' most recent contributions to the investigation of hierarchical behavior, and highlight the open questions and most promising research directions. As the contributing authors are among the pioneers carrying out fundamental work on this topic, the book covers the most important and topical issues in the field from a computationally informed, theoretically oriented perspective. The book will be of benefit to academic and industrial researchers and gr, [SC: 0.00], Neuware, gewerbliches Angebot, FixedPrice, [GW: 680g]

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Computational and Robotic Models of the Hierarchical Organization of Behavior - Gianluca Baldassarre
Vergriffenes Buch, derzeit bei uns nicht verfügbar.
(*)
Gianluca Baldassarre:
Computational and Robotic Models of the Hierarchical Organization of Behavior - neues Buch

ISBN: 9783642398742

[ED: Buch], [PU: Springer-Verlag GmbH], Neuware - Current robots and other artificial systems are typically able to accomplish only one single task. Overcoming this limitation requires the development of control architectures and learning algorithms that can support the acquisition and deployment of several different skills, which in turn seems to require a modular and hierarchical organization. In this way, different modules can acquire different skills without catastrophic interference, and higher-level components of the system can solve complex tasks by exploiting the skills encapsulated in the lower-level modules. While machine learning and robotics recognize the fundamental importance of the hierarchical organization of behavior for building robots that scale up to solve complex tasks, research in psychology and neuroscience shows increasing evidence that modularity and hierarchy are pivotal organization principles of behavior and of the brain. They might even lead to the cumulative acquisition of an ever-increasing number of skills, which seems to be a characteristic of mammals, and humans in particular. This book is a comprehensive overview of the state of the art on the modeling of the hierarchical organization of behavior in animals, and on its exploitation in robot controllers. The book perspective is highly interdisciplinary, featuring models belonging to all relevant areas, including machine learning, robotics, neural networks, and computational modeling in psychology and neuroscience. The book chapters review the authors' most recent contributions to the investigation of hierarchical behavior, and highlight the open questions and most promising research directions. As the contributing authors are among the pioneers carrying out fundamental work on this topic, the book covers the most important and topical issues in the field from a computationally informed, theoretically oriented perspective. The book will be of benefit to academic and industrial researchers and gr, Neuware, gewerbliches Angebot, FixedPrice, [GW: 680g]

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Computational and Robotic Models of the Hierarchical Organization of Behavior | Baldassarre / Mirolli - Buch - Gianluca Baldassarre, Marco Mirolli - Gianluca Baldassarre, Marco Mirolli
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Von Gianluca Baldassarre, Marco Mirolli: Current robots and other artificial systems are typically able to accomplish only one single task. Overcoming this limitation requires the development of control architectures and learning algorithms that can support the acquisition and deployment of several different skills, which in turn seems to require a modular and hierarchical organization. In this way, different modules can acquire different skills without catastrophic interference, and higher-level components of the system can solve complex tasks by exploiting the skills encapsulated in the lower-level modules. While machine learning and robotics recognize the fundamental importance of the hierarchical organization of behavior for building robots that scale up to solve complex tasks, research in psychology and neuroscience shows increasing evidence that modularity and hierarchy are pivotal organization principles of behavior and of the brain. They might even lead to the cumulative acq...; Weitere Fachgebiete > Philosophie, Wissenschaftstheorie, Informationswissenschaft > Wissenschaften Interdisziplinär > Neurowissenschaften, Kognitionswissenschaft, Springer

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Computational and Robotic Models of the Hierarchical Organization of Behavior - Gianluca Baldassarre; Marco Mirolli
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Gianluca Baldassarre; Marco Mirolli:
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ISBN: 9783642398742

ID: 9783642398742

Computer Science; Artificial Intelligence (incl. Robotics); Control, Robotics, Mechatronics; Computational Intelligence; Neurosciences; Psychology Research AI, Alife, artificial intelligence, artificial life, brain science, cognition, control, embodiment, evolution, learning, neural networks, neuroscience, perception, reinforcement learning, robotics Books Book, Springer Science+Business Media

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Details zum Buch
Computational and Robotic Models of the Hierarchical Organization of Behavior
Autor:

Baldassarre, Gianluca (Herausgeber); Mirolli, Marco (Herausgeber)

Titel:

Computational and Robotic Models of the Hierarchical Organization of Behavior

ISBN-Nummer:

Detailangaben zum Buch - Computational and Robotic Models of the Hierarchical Organization of Behavior


EAN (ISBN-13): 9783642398742
ISBN (ISBN-10): 364239874X
Gebundene Ausgabe
Erscheinungsjahr: 2013
Herausgeber: Springer-Verlag GmbH

Buch in der Datenbank seit 13.03.2014 09:03:33
Buch zuletzt gefunden am 19.06.2017 13:22:27
ISBN/EAN: 9783642398742

ISBN - alternative Schreibweisen:
3-642-39874-X, 978-3-642-39874-2


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