Intro to Game AI and Reinforcement Learning

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Intro to Game AI and Reinforcement Learning provided by Kaggle is a comprehensive online course, which lasts for 4 hours worth of material. Intro to Game AI and Reinforcement Learning is taught by Alexis Cook. Upon completion of the course, you can receive an e-certificate from Kaggle. The course is taught in Englishand is Free Certificate. Visit the course page at Kaggle for detailed price information.

Overview
  • Build your own video game bots, using classic and cutting-edge algorithms.

    • Write your first game-playing agent.
    • Make your agent smarter with a few simple changes.
    • Use the minimax algorithm to dramatically improve your agent.
    • Explore advanced techniques for creating intelligent agents.
    • Put your new skills to the test with a more complex game.

Syllabus
    • Play the Game
    • One-Step Lookahead
    • N-Step Lookahead
    • Deep Reinforcement Learning
    • Getting Started With Halite