Control of a Ball and Beam System using Fuzzy Logic Controller and Q Learning based Controller

Versione 1.0.0.0 (16,5 KB) da Sai Harshini
This project was successfully executed and helped us understand concepts in control.
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Aggiornato 25 lug 2016

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The ball and beam system constitutes a classic control system problem. In our project, we've developed two controllers to stabilize the system. The first one, a Fuzzy Logic controller has been developed with the help of Simulink and .fis file containing the details of the Fuzzy Inference System. The second controller has been designed using the Q-Learning algorithm, a concept in Reinforcement Learning. The algorithm is coded in a .m file and executed using MATLAB. The communication between the hardware and software takes place via Arduino-MATLAB and Arduino-Simulink interfacing. For more queries regarding the project, please send a mail to nsaiharshini@yahoo.co.in
The following Youtube video demonstrates the results of the project:
https://www.youtube.com/watch?v=XinzhPoA3Sk

Cita come

Sai Harshini (2025). Control of a Ball and Beam System using Fuzzy Logic Controller and Q Learning based Controller (https://it.mathworks.com/matlabcentral/fileexchange/58375-control-of-a-ball-and-beam-system-using-fuzzy-logic-controller-and-q-learning-based-controller), MATLAB Central File Exchange. Recuperato .

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Ball and Beam/

Ball and Beam/

Versione Pubblicato Note della release
1.0.0.0