I'm completely new to painting too, and I've been having reasonable success with the following:

• Find a position where your elbows/forearms/wrists are resting on something.

• If you don't have a painting handle, get one.

• Use the hand that holds the figure/handle to support the painting hand.

• try to sit as relaxed as possible.