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PongRL

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README

The README file for this repository.

PongRL

Implementation of DQN in tensorflow / keras.

Environment solved: gym atari Pong, using a network of 3 layer Convolutional + 1 hidden Dense layer.

Requirements: tensorflow 1.4, keras 2

to start training run python DQN.py

to monitor training, connect tensorboard : tensorboard logdir=my_graph

Overview (Tensorboard) :

Alt text

Model:

Alt text