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Behavior Trees in Robotics and AI
An Introduction
Buch von Michele Colledanchise (u. a.)
Sprache: Englisch

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Beschreibung

This is the first book on Behavior Trees (BTs) in robotics and AI.

This is the first book on Behavior Trees (BTs) in robotics and AI.

Über den Autor

Michele Colledanchise is currently a postdoctoral researcher in the iCub Facility at the Italian Institute of Technology, Genoa, Italy. He received his Ph.D. degree in computer science from the Royal Institute of Technology (KTH), Stockholm, Sweden, in 2017. In the spring of 2016, he visited the Control and Dynamical Systems, Californa Institute of Technology (Caltech), Pasadena, CA. His research interests include control systems, system architectures, and automated planning, with a strong focus on robotic applications.

Petter Ögren was born in Stockholm, Sweden, in 1974. He received theM.S. degree in engineering physics and the Ph.D. degree in applied mathematics from the Royal Institute of Technology (KTH), Stockholm, Sweden, in 1998 and 2003, respectively. In the fall of 2001, he visited the Mechanical Engineering Department, Princeton University, Princeton, NJ. From 2003 to 2012 he worked as a senior scientist and deputy research director in Autonomous Systems at the Swedish Defence Research Agency (FOI). He is currently an Associate Professor at the Robotics, Perception and Learning lab (RPL) at KTH. His research interests include robot control architectures and multi-agent coordination.

Inhaltsverzeichnis

1. What are Behavior Trees? 2. How Behavior Trees Generalize and Relate to Earlier Ideas 3. Design principles 4. Extensions of Behavior Trees 5. Analysis of Efficiency, Safety, and Robustness 6. Formal Analysis of How Behavior Trees Generalize Earlier Ideas 7. Behavior Trees and Automated Planning 8. Behavior Trees and Machine Learning 9. Stochastic Behavior Trees 10. Concluding Remarks

Details
Erscheinungsjahr: 2018
Fachbereich: Nachrichtentechnik
Genre: Technik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
Inhalt: Einband - fest (Hardcover)
ISBN-13: 9781138593732
ISBN-10: 1138593737
Sprache: Englisch
Einband: Gebunden
Autor: Colledanchise, Michele
Ogren, Petter
Hersteller: Taylor & Francis Ltd
Maße: 164 x 242 x 14 mm
Von/Mit: Michele Colledanchise (u. a.)
Erscheinungsdatum: 24.07.2018
Gewicht: 0,438 kg
Artikel-ID: 121229560
Über den Autor

Michele Colledanchise is currently a postdoctoral researcher in the iCub Facility at the Italian Institute of Technology, Genoa, Italy. He received his Ph.D. degree in computer science from the Royal Institute of Technology (KTH), Stockholm, Sweden, in 2017. In the spring of 2016, he visited the Control and Dynamical Systems, Californa Institute of Technology (Caltech), Pasadena, CA. His research interests include control systems, system architectures, and automated planning, with a strong focus on robotic applications.

Petter Ögren was born in Stockholm, Sweden, in 1974. He received theM.S. degree in engineering physics and the Ph.D. degree in applied mathematics from the Royal Institute of Technology (KTH), Stockholm, Sweden, in 1998 and 2003, respectively. In the fall of 2001, he visited the Mechanical Engineering Department, Princeton University, Princeton, NJ. From 2003 to 2012 he worked as a senior scientist and deputy research director in Autonomous Systems at the Swedish Defence Research Agency (FOI). He is currently an Associate Professor at the Robotics, Perception and Learning lab (RPL) at KTH. His research interests include robot control architectures and multi-agent coordination.

Inhaltsverzeichnis

1. What are Behavior Trees? 2. How Behavior Trees Generalize and Relate to Earlier Ideas 3. Design principles 4. Extensions of Behavior Trees 5. Analysis of Efficiency, Safety, and Robustness 6. Formal Analysis of How Behavior Trees Generalize Earlier Ideas 7. Behavior Trees and Automated Planning 8. Behavior Trees and Machine Learning 9. Stochastic Behavior Trees 10. Concluding Remarks

Details
Erscheinungsjahr: 2018
Fachbereich: Nachrichtentechnik
Genre: Technik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
Inhalt: Einband - fest (Hardcover)
ISBN-13: 9781138593732
ISBN-10: 1138593737
Sprache: Englisch
Einband: Gebunden
Autor: Colledanchise, Michele
Ogren, Petter
Hersteller: Taylor & Francis Ltd
Maße: 164 x 242 x 14 mm
Von/Mit: Michele Colledanchise (u. a.)
Erscheinungsdatum: 24.07.2018
Gewicht: 0,438 kg
Artikel-ID: 121229560
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