I'd suspect a bad pedal sensor - the pedal and sensors are part of an assembly I believe, change the whole thing out.

It could be a problem in the ECU but I doubt it. Any Check Engine light? I'd think a bad pedal position sensor would illuminate the CEL, but perhaps not.

My last two have been manuals, life is easier with the manuals as we don't have the kick-down switch.