Artificial Intelligence: Foundations of Computational Agents Poole David L
Artificial Intelligence: Foundations of Computational Agents Poole David L Fully revised and updated, this third edition includes three new chapters on neural networks and deep learning including…
Specifikacia Artificial Intelligence: Foundations of Computational Agents Poole David L
Artificial Intelligence: Foundations of Computational Agents Poole David L
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. The book's novel agent design space provides a coherent framework for learning, reasoning and decision making. All parts have been updated with the methods that have been proven to work.
Every concept or algorithm is presented in pseudocode and open source AIPython code, enabling students to experiment with and build on the implementations. Numerous realistic applications and examples facilitate student understanding. 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