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Implementing AI to Play Games

Video Introducing this tutorial


Constraint Satisfaction Problem :
The Course Overview
Installing Python and Its Libraries
Recap of DFS
Introduction to Coloring Application
Constraint Satisfaction Problem Formulation
Constraint Satisfaction Problem Formulation (Continued)
DFS to Backtracking Search
Using Heuristics in Backtracking Search
Forward Checking
Arc Consistency

Using AI to Play Games :
Introduction to Tic-Tac-Toe Game
Understanding a Game Move
Game Search Formulation
Score Evaluation
Depth Limited Search
Minimax Search
Tic-Tac-Toe Game
Alpha-Beta Pruning

Evolutionary Search :
Introduction to N Queens Puzzle
Population
Fitness and Selection
Variation Operations
Termination
DIY
Comparison with Other Methods

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