Deep Q Network designed to play PacMan using the OpenAI gym environment

Model needs more training for it to have better scores. Right now, it trains for only 10000 episodes.

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Double DQN

The code runs Google Colab, still needs more debugging.

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TODO

• Fix the overfitting issue in DDQN
• Add a save_model and load_model method
• Graph and analyse the loss and progress of the model