AhmedHosny2024/Machine-Intelligance

Machine Intelligence

Implementation of different Machine Intelligence Algorithms

📝 Table of Contents

• Intro to Python
• Search
• Games - Constrain Satisfaction Problems (CSP)
• Reinforcement Learning

Intro to Python

• Palindromes
• Histograms
• GPA Calculator
• Locator in a 2D Grid
• Caesar Decipher

Search

• BFS
• DFS
• Uninformed Search
• Greedy Best Search
• A*

Games - Constrain Satisfaction Problems

• Forward Checking
• Least Restraining Value
• Backtracking Search
• Cryptarithmetic problem
• Minimax
• Alfa Beta Pruning
• Alpha Beta Pruning with Move Ordering
• Expectimax Search

Reinforcement Learning

• Value Iteration
• Sarsa
• Q-Learning