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Artificial intelligence, robotics & data science


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

Sara Degli Esposti

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

Biography: Not available

Carles Sierra

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

Biography: Not available

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Sara Degli Esposti; Carles Sierra

About the authors 

Publication year: 2021

Language: English

Collection: CSIC Scientific Challenges : Towards 2030

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Abstract:

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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Bibliographic information

Physical Description : 198 p. : 17 cm

ISBN: 978-84-00-10758-1

eISBN: 978-84-00-10759-8

Publication: Madrid : Consejo Superior de Investigaciones Científicas, 2021

Reference CSIC: 13646

Other data: White Papers. CSIC Scientific Challenges : Towards 2030 ; vol. 11

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This book was added to our online catalog on Friday 09 July, 2021.