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Intelligent Autonomous Robotics A Robot Soccer Case Study /

Robotics technology has recently advanced to the point of being widely accessible for relatively low-budget research, as well as for graduate, undergraduate, and even secondary and primary school education. This lecture provides an example of how to productively use a cutting-edge advanced robotics...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Stone, Peter (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2007.
Edición:1st ed. 2007.
Colección:Synthesis Lectures on Artificial Intelligence and Machine Learning,
Temas:
Acceso en línea:Texto Completo

MARC

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245 1 0 |a Intelligent Autonomous Robotics  |h [electronic resource] :  |b A Robot Soccer Case Study /  |c by Peter Stone. 
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300 |a X, 153 p.  |b online resource. 
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490 1 |a Synthesis Lectures on Artificial Intelligence and Machine Learning,  |x 1939-4616 
505 0 |a Introduction -- The Class -- Initial Behaviors -- Vision -- Movement -- Fall Detection -- Kicking -- Localization -- Communication -- General Architecture -- Global Map -- Behaviors -- Coordination -- Simulator -- UT Assist -- Conclusion. 
520 |a Robotics technology has recently advanced to the point of being widely accessible for relatively low-budget research, as well as for graduate, undergraduate, and even secondary and primary school education. This lecture provides an example of how to productively use a cutting-edge advanced robotics platform for education and research by providing a detailed case study with the Sony AIBO robot, a vision-based legged robot. The case study used for this lecture is the UT Austin Villa RoboCup Four-Legged Team. This lecture describes both the development process and the technical details of its end result. The main contributions of this lecture are (i) a roadmap for new classes and research groups interested in intelligent autonomous robotics who are starting from scratch with a new robot, and (ii) documentation of the algorithms behind our own approach on the AIBOs with the goal of making them accessible for use on other vision-based and/or legged robot platforms. 
650 0 |a Artificial intelligence. 
650 0 |a Machine learning. 
650 0 |a Neural networks (Computer science) . 
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