{"product_id":"toward-robots-that-reason-logic-probability-causal-laws-von-vaishak-belle","title":"Toward Robots That Reason: Logic, Probability \u0026 Causal Laws","description":"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.\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783031210051\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783031210020\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783031210051","offer_id":48217077317957,"sku":"9783031210051","price":42.79,"currency_code":"EUR","in_stock":true},{"title":"Hardcover - 9783031210020","offer_id":40941521305693,"sku":"9783031210020","price":42.79,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/23573240-7768-4479-b762-11aa16e2da59.jpg?v=1772603883","url":"https:\/\/shop.autorenwelt.de\/en\/products\/toward-robots-that-reason-logic-probability-causal-laws-von-vaishak-belle","provider":"Autorenwelt Shop","version":"1.0","type":"link"}