How to grow a robot: : developing human-friendly, social AI / Mark Lee.

Format:

Book

Author/Creator:

Lee, Mark H., author.

Language:

English

Subjects (All):

Robots--Control systems.

Robots.

Robots--Social aspects.

Machine learning.

Artificial intelligence--Forecasting.

Artificial intelligence.

Human-computer interaction.

Physical Description:

1 online resource.

Place of Publication:

Cambridge : The MIT Press, 2020.

Summary:

"Mark Lee considers that the current gains in machine learning and deep learning will not produce robots that can interact effectively with humans. The book then explores how robots can become more human-like, more general-purpose, and more social. The book introduces us to the core ideas in Developmental Robotics - showing how this new approach can "grow" robots through (their own) experience rather than building them from design. Original aspects include demonstrating that social robots must be embodied, that embodiment will be necessary for general artificial intelligence, and that threats from advanced technology are not inevitable but avoidable by involving human, social, and ethical issues. The material covers a wide scope; from simple robots to advanced AI. This gives an overview of this area and an appreciation of the main advances, problems, and issues. The scope if the readership is intended to be wide: aimed at a general, educated but not specialist audience. For this reason, an engineering viewpoint is adopted; technical details and philosophical aspects are minimized, thus promoting a practical perspective. The aim is to present the fundamental ideas behind AI and robotics in a clear, accessible form, appealing to common sense, so as to encourage the general reader to build their own informed assessment of these technologies. The hope is to reach a wide public readership - reaching anyone who wishes to know what robotics is about, where it is going, and what its limitations are"-- Provided by publisher.

Contents:

I. What's wrong with artificial intelligence?

1. The nature of the problem

2. Commercial robots

3. From research bench to market

4. A tale of brute force

5. Knowledge versus power

6. A little vision and a major breakthrough

7. The rise of the learning machines

8. Deep thought and other oracles

9. Building giant brains

10. Bolting it all together

11. Groundwork-synthesis, grounding, and authenticity

12. The developmental approach-grow your own robot

13. Developmental growth in the iCub humanoid robot

14. How developmental robots will develop

15. How AI and AI-robots are developing

16. Understanding future technology

17. Futurology and science fiction.

Notes:

Includes bibliographical references and index.

OCLC-licensed vendor bibliographic record.

ISBN:

0-262-35786-0

0-262-35785-2

OCLC:

1129596952