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Autonomous Self-Learning Robot (Q-Learning)

508.2K views
May 26, 2015
6:19

This video illustrates the work performed in the context of our bachelor's thesis. The project was conducted in collaboration with Oslo and Akershus University College of Applied Sciences. The purpose of the thesis has been to elucidate the main methods of self-learning systems, and develop a self-learning algorithm for an appropriate demonstrator with the help of a machine learning method called Q-learning. The work is focused on the development of a demonstrator in the form of an autonomous car, known as an agent. Codes and the final Thesis can be viewed and downloaded from the following sites. Codes (MATLAB): https://github.com/kennydl/Reinforcment-Learning-With-Q-Learning Thesis [Norwegian]: https://www.dropbox.com/s/mqkjhie1ahnc146/Rapport%201.9%20-%202015.05.22.pdf?dl=0 Enjoy!

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Autonomous Self-Learning Robot (Q-Learning) | NatokHD