First, clone the project:
git clone https://github.com/devsisters/DQN-tensorflow/
cd DQN-tensorflow
To train a model for Breakout:
python main.py --env_name=Breakout-v0 --is_train=True
python main.py --env_name=Breakout-v0 --is_train=True --display=True
To test and record the screen with gym (the repo already contains checkpoint):
python main.py --is_train=False
python main.py --is_train=False --display=True
The best model can be obtained for 10M iteration with:
python main.py --env_name=Breakout-v0 --is_train=True --model=m2
@Sessa93 You need a bigger memory to run this model. My server has 32GB memory but 16GB should be enough. How much memory do you have?