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Q_learning algorithm has been developed to move an autonomous agent from state to state and eventually dock the mobile robot

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mrgransky/Q_Learning_for_docking

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Q_Learning_for_Docking

Q_learning algorithm has been developed to move an autonomous agent from state to state and eventually dock the mobile robot

Virtual Grid for the docking area:

Algorithm is developed in c++ with:

  • 4 actions (steering and driving velocities)
  • 2 states (position and orientation)

virtual_grid

Test:

Generated with MATLAB:

capture

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Q_learning algorithm has been developed to move an autonomous agent from state to state and eventually dock the mobile robot

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