アルゴリズムではまだまだだ：汎用人工知能への道 Algorithms Are Not Enough : Creating General Artificial Intelligence

著者名：Roitblat, Herbert L.

The MIT Press（2020/10/13発売）

• 言語：ENG
• ISBN：9780262044127
• eISBN：9780262358927

Description

Why a new approach is needed in the quest for general artificial intelligence.

Since the inception of artificial intelligence, we have been warned about the imminent arrival of computational systems that can replicate human thought processes. Before we know it, computers will become so intelligent that humans will be lucky to kept as pets. And yet, although artificial intelligence has become increasingly sophisticated--with such achievements as driverless cars and humanless chess-playing--computer science has not yet created general artificial intelligence. In Algorithms Are Not Enough, Herbert Roitblat explains how artificial general intelligence may be possible and why a robopocalypse is neither imminent, nor likely.

Table of Contents

Chapter 1. Introduction: Intelligence, artificial and natural
Chapter 2. Human Intelligence
Chapter 3. Physical symbol systems--the symbolic approach to intelligence
Chapter 4. Computational Intelligence and machine learning
Chapter 5. Neural network approach to AI
Chapter 6. Recent advances in artificial intelligence
Chapter 7. Building blocks of intelligence
Chapter 8. Expertise
Chapter 9. Intelligent hacks and TRICS
Chapter 10. Algorithms from people to computers
Chapter 11. The coming robopocalypse?
Chapter 12. General intelligence