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Introduction to Artificial Intelligence - Coggle Diagram
Introduction to Artificial Intelligence
Definition of AI
A field, which combines computer science and robust datasets, to enable problem-solving
Approaches of AI
Act Human
Alan Turing Test Approach
Capabilities
Natural Language Processing
Knowledge representation
Automated testing
Machine learning
Think Human
Strong AI
Information processing model of AI
Counter Argument
The Chinese Room
Consciousness
subjectivity - have a perspective;
self awareness;
sentience - perception;
sapience - act with judgement;
perceive relationship between self and environment.
Act Rational
Agent
Autonomous
Persistent
Perceive environment
Adapt to change
Create and pursue goals
State of Art
Game playing: programming computers to play games against human opponents
Robotic vehicles
Speech recognition
Autonomous planning and scheduling
Spam fighting
Logistics planning
Robotics
Machine translation
Discipline
Economics
Maths
Philosophy
Neuroscience
Psychology
Computer engineering
Control theory and cybernetics
Linguistics
Think Rational
Use of LOGIC
Applications
Robotics
Gaming
NLP
Expert Sysyem
Vision System
Types of AI
Reactive Machines AI
Limited Memory AI
Theory Of Mind AI
Self-aware AI
History of AI
Origin of AI: From ancient myth to modern computer
Early pioneers in AI research
Alan Turing, John McCarthy, Marvin Minsky
The development of expert system and rule based AI
Neural network and the rise of ML
Recent advancements: deep learning and reinforcement learning