RE: Servo ?
Switch your steering and throttle servos at the receiver and see if the same thing happens to the steering and if the problem with the throttle stops.
If so, then its the servo. if the steering servo does it as well in this position then its the receiver.
Also, what is the charge on your battery? is it almost dead? or charged?