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SAMP

Sequential Assembly Movement Primitive

A Robot Learning from Demonstration Framework for Assembly

Haopeng Hu

2022.08.11

robot

Greengrape

The MATLAB codes for learning the policies from the demonstration data.

  • The codes are tested on MATLAB R2020b.
  • Run "UNCORK.m" once you set "Greengrape" as your MATLAB workspace.

Demos

  • main_A.m: Learning the policies of Object A.
  • main_B.m: Learning the policies of Object B.
  • main_C.m: Learning the policies of Object C.

Runing these codes may take seconds.

Grape

The C++ codes for controlling the robot.

  • The "libfranka 0.8.0" library is needed.
  • There is an demo file "Toys_Grape6.cpp".
  • Build it with CMake.

Data

Demo data.

  • "main_C.mat": The demo data for the MATLAB demo.
  • "main_C.csv": The demo data for the C++ demo.

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Robot Learning from Demonstration for Assembly with A3 Framework and SAMP

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