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A POMDP model of an ABA styel social greeting behavioral intervention

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Automated ASD Therapy Robot (asd_pomdp)

Author: Madison Clark-Turner (12/17/2016)

The following code includes the ROS implementation that allows for the automated execution of an ABA greeting therapy. The code uses a POMDP to model the interaction with humans and collects observations using a NAO humanoid robot's microphone and main (top) camera.

The implementation is intended for use with the following ROS packages:

Having installed the other packages find and replace the 'nao_full_py.launch' file in the rospackage nao_bringup with the file of the same name included in the directory. This file activates various NAO apps including nao_alife, nao_speech, nao_behaviors, and nao_audio.

This package also includes two directories:

  • asdwork - code by Alexander Infantino, an interface for teleoperating the NAO robot. This code possesses significant changes from its source material with regards to the interface design and functionality. The code relating to the wave functionality is unchanged.
  • asdpomdp - the automated model used to deliver the therapy. The majority of work I performed is here.

To execute the program you must execute the following code, each in its own terminal window:

roslaunch nao_bringup nao_full_py.launch
roslaunch asdpomdp asdpomdp_auto.launch

After starting the NAO robot's speech recognition system the robot may begin moving their limbs and placing them in its hips. This functionality should be disabled by using

rosrun asdwork turnoffautonomousmoves.py

Once the interface has displayed select the 'Start button'. The NAO will go into a resting position and will stand and tilt his head forward showing that he is listening. To begin the therapy speak to the robot and clearly state: "Ready to Begin".

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