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Course work for AI ML Lab 2022 at MUJ

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AIML 2022

Course work of Artificial Intelligence and Machine Learning Lab 2022

Content

Heuristic Search Techniques

  1. Uninformed Search
    • BFS - Water Jug Problem
    • DFS - Water Jug Problem
  2. Informed Search
    • Hill Climbing - 8 puzzle problem
    • Steepest Ascent Hill Climbing - 8 puzzle problem
    • Best First Search
    • A* Search
    • AO* Search

Game Playing

  1. Minimax Algorithm - Tic Tac Toe
  2. Minimax + Alpha Beta Pruning

Machine Learning

  1. Decision Tree
  2. Back Propagation