This is Tensorflow version of Simple DQN by tambetm.

For the detail of simple DQN, please refer the original repositry.

You need to install Tensorflow in addition to the original requirements.

Training scripts and related commands should work without any modification.

For example, to train on GPU you can run: ./train.sh Breakout-v0 --environment gym --backend gpu

If you want to run the original Neon version, change the import statements in src/main.py as follow.

from deepqnetwork import DeepQNetwork  # instead of deepqnetwork_tf

from statistics import Statistics  # instead of statistics_tf

• Tensorflow version is not as fast as Neon Version. It is about 1.5 times slow.

• Add tensorboard data
• Add trained weight