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portada Toward Robots That Reason. Logic, Probability & Causal Laws
Type
Physical Book
Publisher
Author
Year
2023
Language
English
Pages
206
Format
Paperback
Dimensions
24.4x17x1.1 cm
ISBN13
9783031210044

Toward Robots That Reason. Logic, Probability & Causal Laws

Vaishak Belle (Author) · Springer · Paperback

Toward Robots That Reason. Logic, Probability & Causal Laws - Vaishak Belle

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Synopsis "Toward Robots That Reason. Logic, Probability & Causal Laws"

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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