Ultimate 教育的なAIツール Solutions for Everyone

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教育的なAIツール

  • 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.
    AIpacman Core Features
    • Search-based agents: DFS, BFS, UCS, A*
    • Adversarial agents: Minimax, Alpha-Beta, Expectimax
    • Reinforcement learning: Q-Learning
    • Configurable maze layouts
    • Game visualization and rendering
    • Performance logging and metrics
    • CLI-driven execution
  • HumanOrAI lets you distinguish between human and AI-generated faces online.
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    What is Human or AI??
    HumanOrAI is a web-based application that allows users to test their ability to distinguish between genuine human faces and AI-generated ones. The tool utilizes datasets provided by NVIDIA, integrating both real-life images and AI-generated images to create an engaging user experience. Users are presented with images and asked to identify whether each one is a real human or an AI creation, making it both an entertaining and educational activity for understanding advancements in AI facial generation.
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