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SumTree.py
atari_game.ipynb
atari_game.py
callbacks.py
decorate.py
deep_Q.py
duel_Q.py
logger_utils.py
main.py
prioritized_memory.py
readme.md
replay_buffer.py
utils.py

readme.md

RL with DQN to play Atari

This repo implements a double dueling deep q-learning neural network agent that independently learns to play Atari Games.

Check the related blog post.

Quick start

python atari_game.py

Requirements

You will need TensorFlow 1.8+ and keras 2+ to run the code.