Find an empty cup and an oil barrel. Fill the cup with oil. Combine it with your armor to reduce the movement penalty.
I actually didn't know that one, but I do know that at high blacksmithing you can simply put metal armor on an anvil for a bonus to movement, which can cancel out the penalty if there is one. Maybe its the same enhancement.
