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AI by Mind Map: AI

1. Human Augmentation

1.1. Prosthetics

1.2. Implants

1.3. Transhumanism

1.4. Computer Generating

2. Game Theory

2.1. Nash Equilibrium

2.2. Competitive Ratio

2.3. Markov Decision Process

2.4. Stochastic Game

2.5. Repeated Game

3. Fuzzy Logic

3.1. Neuroscience

3.2. Methods

3.2.1. syntax

3.2.2. semantics

3.2.3. axiomatization

3.2.4. truth-preserving deduction

3.2.5. completeness

3.2.6. complexity and comparative complexity

3.3. Degrees of truth

3.4. Boolean Logic

4. Philosophy

4.1. Ethics

4.2. Turing Test

4.3. Existential Risk

4.4. Chinese room

4.5. Friendly AI

5. Probability

5.1. Origins

5.2. Theoretical development

5.3. Random walk

5.4. Semi-Markov processes

5.5. Event trees

5.6. Dependency Matrix

5.7. Stock market

6. Elements of AI

6.1. Expert System

6.2. Machine Learning

6.2.1. Deep Learning

6.2.2. Unsupervised Learning

6.2.3. Supervised Learning

6.3. Motion Planning

6.4. Vision

6.4.1. Image Recognition

6.4.2. Image Restoration

6.5. Natural Learning Processing

6.5.1. Text Generation

6.5.2. Question Extraction

6.5.3. Context Extraction

6.5.4. Machine Translation