/ArtificialIntelligence

This repository contains projects on AI for Puzzle Games (Wooden Block Stacking, Adversarial Board Game, Wordoku Solver) with diverse AI algorithms, and Probabilistic Modeling (Gibbs Sampling, Particle Filter, MDP-based X-Men Strategy).

Primary LanguageJupyter Notebook

Puzzles and Probabilistic Modeling

This repository hosts two projects:

  1. AI for Puzzle Games:

    • Wooden Block Stacking, Adversarial Board Game, and Wordoku Solver.
    • Explores various AI algorithms, including minimax, search algorithms, and CSP.

  2. Probabilistic Modeling:

    • Gibbs Sampling for Height Distribution Estimation, Particle Filter for Robot Localization, and MDP-based X-Men Strategy.
    • Focuses on probabilistic modeling techniques for diverse scenarios.

For detailed information, refer to individual project folders.