AirParrot 3 is unable to automatically reconnect when a connection is lost or interrupted as it cannot tell whether it was the user's decision, another computer attempting to connect, or a network error.
AirParrot is not designed to automatically reconnect as it may not be the user's desire to reconnect every time. You will need to manually re-establish the connection should the AirParrot session close.