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Design and Implementation of A3C algorithm on Robotics for Self-Driving

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Design and Implementation of A3C Algorithm for Self-Driving in ROS Platform

  • Refer to ROBOTIS e-Manual(chapter 14. machine-learning) for needed dependencies
  • There are launch files (turtlebot3_a3c_global.launch, turtlebot3_a3c_local1.launch, turtlebot3_a3c_local2.launch)
  • You can add more launch file to learn or simulate using many nodes(local network threads)

This project is opensource-extended version

What tasks I did on origin project.

  • Caught a bug
  • Enhanced environment algorithm
  • Change learning model algorithm from DQN to A3C

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Design and Implementation of A3C algorithm on Robotics for Self-Driving

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