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TD3-Mobile-robot-ROS

Mechatronic Engineering degree final paper project


ACKNOWLEDGMENT

TD3 model used: https://github.com/sfujim/TD3

Training enviroments used: https://github.com/ROBOTIS-GIT/turtlebot3




PROJECT

This project has the objective of train a Twin delayed deep deterministic policy gradient(TD3) algorithm to learn navigation techniques in the following enviroments:


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RESULTS



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First enviroment: https://www.youtube.com/watch?v=tEYUrJHbvBE

Second enviroment: https://www.youtube.com/watch?v=noHTKR8ND04

Third enviroment: https://www.youtube.com/watch?v=Nku2y-awUfI

Fourth enviroment: https://www.youtube.com/watch?v=tl-FV948qM0

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