Human-Like Machine Intelligence

Human-Like Machine Intelligence
by: Stephen Muggleton and Nicholas Chater
Publisher Finelybook 出版社: Oxford University Press (September 20,2021)
Language 语言: English
Hardcover: 544 pages
ISBN-10: 0198862539
ISBN-13: 9780198862536
Book Description
In recent years there has been increasing excitement concerning the potential of Artificial Intelligence to transform human society. This book addresses the leading edge of research in this area. The research described aims to address present incompatibilities of Human and Machine reasoning
and learning approaches. According to the influential US funding agency DARPA (originator of the Internet and Self-Driving Cars) this new area represents the Third Wave of Artificial Intelligence (3AI,2020s-2030s),and is being actively investigated in the US,Europe and China.
The chapters of this book have been authored by a mixture of UK and other international specialists. Some of the key questions addressed by the Human-Like Computing programme include how AI systems might 1) explain their decisions effectively,2) interact with human beings in natural language,3)
learn from small numbers of examples and 4) learn with minimal supervision. Solving such fundamental problems involves new foundational research in both the Psychology of perception and interaction as well as the development of novel algorithmic approaches in Artificial Intelligence.