Topology and AI

Topological Aspects of Algorithms for Autonomous Motion

von

Farber, MichaelHrsg.González, JesúsHrsg.

BuchKartoniert, Paperback

Englisch

EMS Presserschienen am15.09.2024

The task of programming a machine to move autonomously and to make autonomous decisions is one of the major challenges of AI. The algorithms generating autonomous robot motions and autonomous decisions are sections of certain fibre bundles and their complexity and structure can be understood using tools of algebraic topology. The book gives an overview of the current achievements in the field of topological robotics concerned with motion algorithms, and in particular how their complexity depends on the topology of the configuration space of the system and the external conditions. The book is a collection of survey articles written by leading researchers in the fields of mathematics, engineering and computer science, with each chapter surveying a different theme or technique.mehr

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KlappentextThe task of programming a machine to move autonomously and to make autonomous decisions is one of the major challenges of AI. The algorithms generating autonomous robot motions and autonomous decisions are sections of certain fibre bundles and their complexity and structure can be understood using tools of algebraic topology. The book gives an overview of the current achievements in the field of topological robotics concerned with motion algorithms, and in particular how their complexity depends on the topology of the configuration space of the system and the external conditions. The book is a collection of survey articles written by leading researchers in the fields of mathematics, engineering and computer science, with each chapter surveying a different theme or technique.

Details

ISBN/GTIN978-3-98547-076-1

ProduktartBuch

EinbandartKartoniert, Paperback

Verlag

EMS Press

ErscheinungsortBerlin

ErscheinungslandDeutschland

Erscheinungsjahr2024

Erscheinungsdatum15.09.2024

ReiheEMS Series in Industrial and Applied Mathematics

SpracheEnglisch