Have you read the fault codes?
Mine did exactly the same and actually had a pedal sensor fault.
I replaced it with OEM at great expense and that solved the problem.

Most OBD readers can tell you the % of throttle applied. Try getting one and reading the % of throttle when it malfunctions.