Poole, Mackworth -- Artificial Intelligence -- 2017 pdf

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Description

Artificial Intelligence: Foundations of Computational Agents
Authors: David L. Poole, Alan K. Mackworth


Genres
Computer Science
Artificial Intelligence
Nonfiction
Technology
Philosophy
Textbooks

Description:
Fully revised and updated, this third edition includes three new chapters on neural networks and deep learning including generative AI, causality, and the social, ethical and regulatory impacts of artificial intelligence. All parts have been updated with the methods that have been proven to work. The book's novel agent design space provides a coherent framework for learning, reasoning and decision making. Numerous realistic applications and examples facilitate student understanding. Every concept or algorithm is presented in pseudocode and open source AIPython code, enabling students to experiment with and build on the implementations. Five larger case studies are developed throughout the book and connect the design approaches to the applications. Each chapter now has a social impact section, enabling students to understand the impact of the various techniques as they learn them. An invaluable teaching package for undergraduate and graduate AI courses, this comprehensive textbook is accompanied by lecture slides, solutions, and code.

Goodreads page:
https://www.goodreads.com/book/show/123021564-artificial-intelligence

Please note that this description is auto-generated by a bot, if you find the description incorrect then please report in the comments. Description will be edited accordingly afterwards.



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Poole, Mackworth -- Artificial Intelligence -- 2017 pdf


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