Deep-Q-Network-Tensorflow

A plain vanilla Deep Q Network with multi-layer perceptron for any control tasks. The model we are going to test is Cartpole-v0

Installation details

you would be requiring the following

• Python 3.6 or above click here

• Jupyter notebook/ lab

python3 -m pip install --upgrade pip
python3 -m pip install jupyter

jupyter notebook

• Tensorflow click for installation
• Numpy & matplotlib

pip install numpy
pip install matplotlib

Implementation scope

• Deep Q Network (plain)

Future - Rainbow implementation

• Double DQN
• Duel
• Noisy exploration
• Distributional
• Fixed Q Targets
• Prioritized Experience Replay