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Supervised Reinforcement Learning - Karla Conn
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Karla Conn:
Supervised Reinforcement Learning - Livres de poche

ISBN: 9783639420173

[ED: Taschenbuch], [PU: AV Akademikerverlag], Neuware - Revision with unchanged content. Can machines be taught If so, what methods are useful for teaching machines Machine learning is a field focused on systems that can learn through their own experiences and evaluation. Programmers could encode all behaviors for a task, but this process quickly becomes limited to condensed problems. Therefore, scientists have turned to methods with adaptability, ta king cues from biological systems (including the human brain) to solve more complex problems in varied environments. This book describes two experi ments implementing supervised reinforcement learning on a real, mobile ro bot. One tests the robot s reliability in completing a navigation task it has been taught by a supervisor. The other, in which obstacles are placed along the path to the goal, measures the robot s robustness to changes in environ ment. Experimental analysis answered: How quickly can the robot find the goal How much reward does the robot amass How often does the robot fail in the task How closely does the robot match the supervisor s actions This book is addressed to those looking for means to teach robots about rewards/punishments, such as researchers in Robotics, Machine Learning, and Engineering., DE, [SC: 2.00], Neuware, gewerbliches Angebot, 220x150x7 mm, 112, [GW: 183g], PayPal, offene Rechnung, Banküberweisung, sofortueberweisung.de, Interntationaler Versand

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Supervised Reinforcement Learning - Conn, Karla
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Conn, Karla:
Supervised Reinforcement Learning - Livres de poche

ISBN: 3639420179

ID: 22505986733

[EAN: 9783639420173], Neubuch, Publisher/Verlag: AV Akademikerverlag | Application to an Embodied Mobile Robot | Revision with unchanged content. Can machines be taught? If so, what methods are useful for teaching machines? Machine learning is a field focused on systems that can learn through their own experiences and evaluation. Programmers could encode all behaviors for a task, but this process quickly becomes limited to condensed problems. Therefore, scientists have turned to methods with adaptability, ta king cues from biological systems (including the human brain) to solve more complex problems in varied environments. This book describes two experi ments implementing supervised reinforcement learning on a real, mobile ro bot. One tests the robot s reliability in completing a navigation task it has been taught by a supervisor. The other, in which obstacles are placed along the path to the goal, measures the robot s robustness to changes in environ ment. Experimental analysis answered: How quickly can the robot find the goal? How much reward does the robot amass? How often does the robot fail in the task? How closely does the robot match the supervisor s actions? This book is addressed to those looking for means to teach robots about rewards/punishments, such as researchers in Robotics, Machine Learning, and Engineering. | Format: Paperback | Language/Sprache: english | 112 pp, [PU: VDM Verlag Dr. Müller, Saarbrücken]

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Supervised Reinforcement Learning als Buch von Karla Conn - AV Akademikerverlag
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AV Akademikerverlag:
Supervised Reinforcement Learning als Buch von Karla Conn - nouveau livre

ISBN: 9783639420173

ID: 820032572

Supervised Reinforcement Learning ab 49 EURO Application to an Embodied Mobile Robot Supervised Reinforcement Learning ab 49 EURO Application to an Embodied Mobile Robot Bücher > Wissenschaft > Technik, [PU: VDM Verlag Dr. Müller, Saarbrücken]

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Supervised Reinforcement Learning als Buch von Karla Conn - Karla Conn
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Karla Conn:
Supervised Reinforcement Learning als Buch von Karla Conn - edition reliée, livre de poche

ISBN: 9783639420173

ID: 696699828

Supervised Reinforcement Learning:Application to an Embodied Mobile Robot Karla Conn Supervised Reinforcement Learning:Application to an Embodied Mobile Robot Karla Conn Bücher > Wissenschaft > Technik, AV Akademikerverlag

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Supervised Reinforcement Learning Application to an Embodied Mobile Robot - Conn, Karla
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Conn, Karla:
Supervised Reinforcement Learning Application to an Embodied Mobile Robot - nouveau livre

2012, ISBN: 3639420179

ID: A19911841

Kartoniert / Broschiert, mit Schutzumschlag neu, [PU:AV Akademikerverlag]

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Détails sur le livre

Informations détaillées sur le livre - Supervised Reinforcement Learning


EAN (ISBN-13): 9783639420173
ISBN (ISBN-10): 3639420179
Version reliée
Livre de poche
Date de parution: 2012
Editeur: Av Akademikerverlag

Livre dans la base de données depuis 26.08.2009 13:00:27
Livre trouvé récemment le 24.11.2017 20:57:41
ISBN/EAN: 3639420179

ISBN - Autres types d'écriture:
3-639-42017-9, 978-3-639-42017-3


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