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Yes it's possible.

If you make a gazebo plugin attached to your robot model, you can use the setPosition function in the Gazebo API https://osrf-distributions.s3.amazonaws.com/gazebo/api/dev/classgazebo_1_1physics_1_1Joint.html.

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