If you are on the Tone Curve palette and there are no sliders, you are at the Point Curve. When you hover your mouse over the control at the bottom-right, it will indicate either "click to edit point curve" or "click to stop editing the point curve." If you see the former, click on the control, if the latter, start editing the curve.
Alan