Udacity Artifical-Intelligence Nanodegree (Term 1)

(April 2017 - Present)

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Topics

• Sudoku Solver
• Game Tree
• Constraint Progragation
• Iterative Deepening Search
• Alpha-beta pruning
• Minimax algorithm
• Breadth-First Search
• Uniform-Cost Search
• Depth-First Search
• A* Search
• Simulated Annealing
• N-Queens Problem
• Traveling Salesman Problem
• Constraint Satisfaction
• Backtracking-Search
• Planning Search
• Situation Calculus
• Progression Search

Projects

Project 1 - Diagonal Soduku Solver
Project 2 - Building a Game-playing Agent

Project 3 - Implement a Planning Search

Labs

1. Teaching Pac-Man to Search
2. Simulated Annealing
3. Constraint Satisfaction Problems & Sympy Intro

Refernces

1. Python implementation of algorithms from Russell and Norvig's "Artificial Intelligence - A Modern Approach"
2. SymPy is a Python Library for symbolic mathematics.