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Flappy Bird

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  • Requirments :
  1. Make sure you've installed a library "pygame". This game is made using the library.
  2. "Tensorflow" must be installed.
  • Explaination for the attached files :
  1. bird_game.py : the game environment file made using the library "pygame"
  2. bird_agent.py : contains game-proceeding-part. So-called, agent file.
  3. DDDQN.py :
  • How to run the program/files? / How to use it?
  1. Open 'bird_agent.py' and scroll down to '#Execute' section.
  2. Type 'train' or 'replay' next to "train_replay_option =".
  3. While training, the trained models will be stored in the "model_saved" folder.
  4. If you'd like to change some of the hyperparameters, you can.