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1. Amazon-Recommender-System Amazon-Recommender-System Public

   A Python Data Science project that leverages NumPy, Pandas, Matplotlib to implement an item-item collaborative filtering algorithm on a 1,000+ item dataset.

   Python

2. adaptive-ai-navigation adaptive-ai-navigation Public

   A 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

3. WordHuntSolver WordHuntSolver Public

   A program that finds all possible words for the GamePigeon game Word Hunt, and displays the words with the best scores

   Python

4. bayesian-maze-agents bayesian-maze-agents Public

   This 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

5. zu-r/BuyMe29 zu-r/BuyMe29 Public

   Java 1 1

6. rl-cnn-maze-localization rl-cnn-maze-localization Public

   This project implements and compares strategies for self-localization within a 30x30 grid maze. The goal is to leverage CNNs and RL to predict and optimize number of steps for accurate localization.

   Jupyter Notebook