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AI-Project-1
AI-Project-1 PublicA simulation project that explores intelligent pathfinding in mazes with fire spread. It implements and evaluates multiple A*-based agents designed to adaptively navigate probabilistic mazes.
Python
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Amazon-Recommender-System
Amazon-Recommender-System PublicA Python Data Science project that leverages NumPy, Pandas, Matplotlib to implement an item-item collaborative filtering algorithm on a 1,000+ item dataset.
Python
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AI-Project-2
AI-Project-2 PublicThis project develops Bayesian agents that navigate mazes using probabilistic inference. They strategically plan paths to locate and capture stationary or moving targets in uncertain environments.
Python 1
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WordHuntSolver
WordHuntSolver PublicA program that finds all possible words for the GamePigeon game Word Hunt, and displays the words with the best scores
Python
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AI-Project-3
AI-Project-3 PublicThis project implements and compares strategies for self-localization within a 30x30 grid maze. It leverages CNNs and RL to predict and optimize the number of moves required for accurate localization.
Jupyter Notebook
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