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Artificial Intelligence

What is it, exactly ?

This book is for all those who are curious to learn what artificial intelligence (AI) is.

It aims at covering artificial intelligence in all its aspects and all its diversity, without bias. It is a purposely brief introduction to the subject, that has been kept as elementary as possible for a broader audience.

It has been written by researchers in the field, on the initiative of the GDR IA, a research group of the French National Center for Scientific Research (CNRS), dedicated to the formal and algorithmic aspects of AI.

College Publications ISBN 978-1-84890-338-8 2021

Table of Contents

1 AI: Ambitions and History 1.1 The early years

1.2 The first successes

1.3 The deep learning revolution 2 Main Paradigms

2.1 Representing information 2.2 Reasoning, deciding 2.3 Machine learning 2.4 Problem solving 3 AI at Work

3.1 Vision and image processing 3.2 Natural language processing

3.3 Semantic web and information retrieval 3.4 Diagnosis, recommendation, decision 3.5 Combinatorial problem solving

3.6 Planning 3.7 Security 3.8 Games

3.9 AI and creativity

4 Interfaces between AI and other disciplines 4.1 AI and robotics

4.2 AI and human-computer interaction 4.3 AI in the other information sciences 4.4 AI and mathematics

4.5 AI and bioinformatics 4.6 AI and neuroscience 4.7 AI and psychology

4.8 AI and humanities and social sciences 5 Questions about AI

5.1 Is an algorithm artificial intelligence?

5.2 Are there different kinds of AI?

5.3 How is AI changing our lives?

5.4 Are machines becoming more intelligent than humans?

5.5 What about AI and ethics?

6 In conclusion 7 Glossary

8 A few references 9 Contributors

gdria.fr http://www.gdria.fr

aspects of AI.

Références

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