Articoli correlati a Toward Robots That Reason: Logic, Probability &...

Toward Robots That Reason: Logic, Probability & Causal Laws - Brossura

Belle, Vaishak

 
9783031210044: Toward Robots That Reason: Logic, Probability & Causal Laws
Brossura
ISBN 10: 3031210042 ISBN 13: 9783031210044
Casa editrice: Springer, 2023

Sinossi

This book discusses the two fundamental elements that underline the science and design of artificial intelligence (AI) systems: the learning and acquisition of knowledge from observational data, and the reasoning of that knowledge together with whatever information is available about the application at hand. It then presents a mathematical treatment of the core issues that arise when unifying first-order logic and probability, especially in the presence of dynamics, including physical actions, sensing actions and their effects. A model for expressing causal laws describing dynamics is also considered, along with computational ideas for reasoning with such laws over probabilistic logical knowledge.

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Editore
Springer
Data di pubblicazione
2023
Lingua
Inglese
ISBN 10 
3031210042
ISBN 13 
9783031210044
Rilegatura
Copertina flessibile
Numero di pagine
206
Contatto del produttore
Elevation
https://www.also.com/ec/cms5/en_6000/6000/index.jsp

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