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Artificial Intelligence (Definition (Collection of (Methods for Solving…
Artificial Intelligence
Definition
Collection of
Problems
Methods for Solving Problems
Games
Game Tree
Minimax algorithm
Search and Planning
Examples
Hanoi Towers
Row Boat Puzzle
Terminology
State Space
Transitions
Costs
Odds
Probability
Quantified Uncertainty
The Bayes rule
Prior Odds
Posterior Odds
Likelihood Ratio
Example: breast cancer screening
Concepts
Core Features
Adaptivity
Autonomy
Narrow
Handles one task
General
Handles Any Task
Strong
Mind-like
Weak
Computer-like
Philosophy
Related Fields
Computer Science
Machine Learning
Deep Learning
Robotics
Statistics
Problem Solving
Real World AI
Machine Learning
Naive Bayes Classifier
Spam Filter etc.
Neural Networks
Implications