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Doom-AI

Build and train an AI to play the game of Doom

Game Environment

  • The input states are the frames of the game
  • Output actions:
    • Attack
    • Move right
    • Move left
    • Move forward
    • Move backward
    • Turn right
    • Turn left
  • Rewards:
    • Plus distance for getting closer to the vest
    • Minus distance for getting further from the vest
    • Minus 100 points for getting killed

Machine learning framework

PyTorch: See Documentation

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Build and train an AI to play the game of Doom

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