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Project made as a bachelor thesis. It involves a research about how Reinforcement Learning algorithms can be used to play videogames.

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tce/PacManBot-RL-CBR

 
 

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Machine Learning and PacMan

This project is a research on how Reinforcement Learning (RL) and Case-Based Reasoning (CBR) algorithms can be used together in PacMan game with the goal of obtaining maximum scores.

The main literature used during the development was the following book:

  • Richard S. Sutton and Andrew G. Barto; Reinforcement Learning: An Introduction; MIT Press, Cambridge, MA, 1998.

This project was made as my bachelor thesis for my Dual Degree in Computer Sciences and Mathematics at Complutense University of Madrid, in June, 2017.

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Project made as a bachelor thesis. It involves a research about how Reinforcement Learning algorithms can be used to play videogames.

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