Based on Deepmind's paper "Playing Atari with Deep Reinforcement Learning"

Sequential neural network power by TensorFlow and Keras.

View the trained DQN in action:

Note, cartpole_training_2 contains the weights which allow the model to perform the best. These weights were generated after 150 training episodes with no exploration. Feel free to experiment with the model and the training parameters! :)