Whenever I watch an MLB game there is usually a camera shot of the starting pitcher in the dugout with a jacket and towel to keep him warm (that takes care of the upper body...how about the legs?).
What do you think pitchers should do in between innings to keep themselves ready to pitch the next inning? Low level aerobic activity like riding a stationary bike? Skip rope? Take a nap?