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I think this would indeed be impossible. A Kinect2 does on average about 120MB/s, which would totally overwhelm an Arduino.
A somewhat more beefier board (RPi 2, 3 or a Jetson) will be a much better fit, although obviously more expensive.
You could then use something like rosserial
or ros_arduino_bridge
to use the Arduino to control your actuators.