EAN: 9783031210051

9783031210051 - Toward Robots That Reason Logic Probability & Causal Laws - Vaishak Belle Kartoniert (TB)
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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.
Produktinformationen zuletzt aktualisiert am
02.04.2025 um 10:19 Uhr


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