Some interesting artificial intelligence implementations developed by me during AI labs in my institute. This will be updated throughout the semester. The detailed problems are stated in their respective directories.
- Week 1: State Space Search Problems
- Week 2: Hill-Climbing and Variable Neighbourhood search descent: Solving K-SAT problems
- Week 3: Genetic Algorithm Problem: Travelling Salesman
- Week 4: Path Finding: A* on Visibility Graph
- Week 5: Constraint Satisfaction Problem: Sudoku Solver
- Week 6: K-means clustering using MLE
- Week 7: Neural Network(Artificial Neural Network and Hopfield Networks)
- Week 8: Decision Tree Problem
- Week 9: Fuzzy Logic Washing Machine
Final Project: Implementing the SOKOBAN Solver.