Artificial Intelligence

Solutions for few problems like sudoku, travelling sales man problem, connect4 using basic and genetic algorithms.

Assignment 1

Solution for Sokoban Game using depth first search(DFS), breadth first search(BFS), greedy algorithm and A* search.

Assignment 2

Finding global minima of a function using Hill Climbing and Differential Evolution Algorithms. Solution for Travelling sales man problem using genetic algorithm.

Assignment 3

Solution for Sudoku puzzle using Naive backtracking and Smart backtracking algorithms.

Assignment 4

Connect4 game (AI player vs Human).

Assignment 5

Machine learning model using neural networks for handwritten digit recognition.