You can animate strokes by using the Interpolation or Frame setting, or you can modify any stroke after it has been made by switching to Edit mode. To switch to Edit mode, either click the Paint/Edit toggle or go to the Edit Controls subtab.
Once in Edit mode, you can select a stroke in one of three ways: