Most of those knobs that you have to push or pull have a small hole in the round section. The metal shaft of the switch has a spring loaded plunger that goes into that hole when everything is aligned.
If you can find that hole, you can usually use an end of something like a paper clip to depress the spring loaded plunger with one hand and pull the knob straight back and off with the other hand.