Kvatsx / Artificial-Intelligence-Assignments

A-List of all the Assignment done in Artificial Intelligence Course @IIIT-D

Artificial-Intelligence-Assignments

Assignment-1

• Solved N-Puzzle problem for (N=8, 15, 24..) using:-
  • Breadth First Search Algorithm
  • Depth First Search Algorithm
  • A* Algorithm
  • Iterative Deepening A* Algorithm (IDA*)
• Solved NxN Search based problem usign above mentioned algorithms such that no two-neighbours can have same color.

Assignment-2

• Created an AI of Tic-Tac-Toe using Minimax and Alpha Beta Pruning Algorithm.
• Time Table Scheduling using Genitic, Memetic and Constraint Satisfaction Problem (CSP) Algorithm.

Assignment-3

• Implemented Ant Colony Optimization Technique for Travelling Salesman Problem on a random Graph.

Assignment-4

• Reinforcement Learning Trained an AI agent using Q-Learning Approach for a static environment.
• Reinforcement Learning Trained an AI agent using State-Action-Reward-State-Action(SARSA) Approach for a static environment.