QLearning

Learning about Q-Learning via multiple sources. This repository contains coursework carried out for Spring2017: Special Topic in CSE - Algorithms for Artificial Intelligence CSE 6990 (Dr. Eric Hansen). To introduce Q-Learning.

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Requirements:

• Tkinter
• Matplotlib

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Cloning Repo:

git clone https://github.com/RogerSGarcia/QLearning.git
cd QLearning/

Usage:

python Learner.py gamma alpha_decay sleep(secs)
python Learner.py 0.3 0.1 0.01

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References:

• How to use Q Learning in Video Games Easily
• Siraj Raval on Youtube
• PhilippeMorere
• aalind0

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TODO:

• Make new presentation to be more informative.
• Add Introduction to Reinforcement Learning (Q-Learning) (.pdf).
• Improve readability of code and README of repo.
• Be explicit in code of my changes and give credit to original authors.
• Look to implement SARSA, continue making improvement for general-learning purposes.