Workshop - Introduction to AI

EDUCATION IN ARTIFICIAL INTELLIGENCE

INTRODUCTION TO ARTIFICIAL INTELLIGENCE: 4 LEVELS OF AUTONOMY OF A ROBOT

KNOWLEDGE REQUIREMENTS → →

MATERIALS → → → →

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SETTING UP

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What is Artificial Intelligence?

Level 1: Remote control Manipulation

Discussion

Level 2: Programming

Manipulation

Discussion

To go further: Second manipulation

Level 3: Supervised ("imitative") learning

Training

Usage: Autonomous robot(s) race

Discussion

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Example usages of supervised learning

To go further: More activities

Level 4: Reinforcement learning ('trial and error') Use rewards to make the AI learn

Manipulation: navigation with camera

To go further: Detailed explanations on a simple example

Discussion

Example usages of reinforcement learning

To go (even) further: More activities

Conclusion • •

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