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Deep Reinforcement Learning applied to the game DOOM

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Doom-AI

Deep Reinforcement Learning applied to the game DOOM, using the game environment VizDoom.

Dependencies

  • Python 3.6
  • VizDoom
  • Tensorflow 2.x
  • OpenCV
  • Numpy

How to run

python3 doom-ai.py

To see all the available parameters use --help.

To get real-time tracking of the training just access the logs produced by Tensorboard itself:

tensorboard --logdir logs/dqn/folder_with_current_time_name

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Deep Reinforcement Learning applied to the game DOOM

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