Introduction to AI

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Introduction to AI 作者: Mind Map: Introduction to AI

1. AI Areas/Fields

1.1. Expert System

1.2. ML

1.2.1. Deep learning

1.3. Vision

1.4. Speech

1.5. NLP

2. Argument (argument)

2.1. Turing Test

2.1.1. Develop machine (area of AI)

3. Concept of AI

3.1. Chinese Room Concepts

3.1.1. Turing Test

3.2. AI Criteria

3.2.1. Think Rationally

3.2.2. Think like human

3.2.3. Act rationally

3.2.4. Act like human

3.3. Humans are proved to be inconsistent

3.4. AI Terminology

3.4.1. Intelligence

3.4.1.1. Ability to think the problem, understand the problem structure and response to it. Also, the ability to improvised the idea into a certain degree.

3.4.2. Artificial Intelligence

3.4.2.1. A machine programmed to think rationally and act like human for solving issues/problems.

3.4.3. Human Intelligence

3.4.3.1. Ability of human to learn, adapting changes and solving problems.

4. Problem with AI

4.1. Computers can only deal with syntax but can never understand semantics (Chinese room argument)

4.1.1. How to fix it?

4.2. Human reasoning cannot be based on a fixed calculus (Lucas-Penrose argument)

5. AI History

5.1. JOhn Father of AI (1956)