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  • AIpacman is a Python framework providing search-based, adversarial, and reinforcement learning agents to master the Pac-Man game.
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    What is AIpacman?
    AIpacman is an open-source Python project that simulates the Pac-Man game environment for AI experimentation. Users can choose from built-in agents or implement custom ones using search algorithms like DFS, BFS, A*, UCS; adversarial methods such as Minimax with Alpha-Beta pruning and Expectimax; or reinforcement learning techniques like Q-Learning. The framework provides configurable mazes, performance logging, visualization of agent decision-making, and a command-line interface for running matches and comparing scores. It is designed to facilitate educational lessons, research benchmarks, and hobbyist projects in AI and game development.
  • OpenML Guide offers high-quality AI resources for learning and research.
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    What is OpenML Guide?
    The OpenML Guide is an extensive library of AI resources designed to provide learners and professionals with a wealth of information. It includes books, courses, research papers, tutorials, articles, and notebooks. This repository is continually updated to ensure it contains the latest advancements in AI. The platform is dedicated to fostering a community of AI enthusiasts and helping them stay abreast of new developments in the field. By offering these free resources, OpenML Guide supports the goal of making high-quality AI education accessible to everyone.
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