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Artificial intelligence, robotics & data science


Artificial intelligence, robotics & data science
Artificial intelligence, robotics & data science

Sara Degli Esposti

Filiación: Consejo Superior de Investigaciones Científicas. Instituto de Políticas y Bienes Públicos (Madrid, España)

Biografía: No disponible

Carles Sierra

Filiación: Consejo Superior de Investigaciones Científicas. Instituto de Inteligencia Artificial (Barcelona, España)

Biografía: No disponible

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Sara Degli Esposti; Carles Sierra

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Año de publicación: 2021

Idioma: Inglés

Colección: CSIC Scientific Challenges : Towards 2030

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Resumen:

CSIC white paper on Artificial Intelligence, Robotics and Data Science sketches a preliminary roadmap for addressing current R&D challenges associated with automated and autonomous machines. More than 50 research challenges investigated all over Spain by more than 150 experts within CSIC are presented in eight chapters. Chapter One introduces key concepts and tackles the issue of the integration of knowledge (representation), reasoning and learning in the design of artificial entities. Chapter Two analyses challenges associated with the development of theories –and supporting technologies– for modelling the behaviour of autonomous agents. Specifically, it pays attention to the interplay between elements at micro level (individual autonomous agent interactions) with the macro world (the properties we seek in large and complex societies). While Chapter Three discusses the variety of data science applications currently used in all fields of science, paying particular attention to Machine Learning (ML) techniques, Chapter Four presents current development in various areas of robotics. Chapter Five explores the challenges associated with computational cognitive models. Chapter Six pays attention to the ethical, legal, economic and social challenges coming alongside the development of smart systems. Chapter Seven engages with the problem of the environmental sustainability of deploying intelligent systems at large scale. Finally, Chapter Eight deals with the complexity of ensuring the security, safety, resilience and privacy-protection of smart systems against cyber threats.

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Información bibliográfica

Descripción física del libro: 198 p. : 17 cm

ISBN: 978-84-00-10758-1

eISBN: 978-84-00-10759-8

Publicación: Madrid : Consejo Superior de Investigaciones Científicas, 2021

Referencia CSIC: 13646

Otros datos: Libros Blancos. Desafíos Científicos 2030 del CSIC ; vol. 11

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Este título está en nuestro catálogo electrónico desde el viernes 09 julio, 2021.