Arm Muscle - Build Upper Arm Muscle. Arm Muscles Anatomy. There are several different sets of arm muscles in the human body: the biceps, which cover the upper arm in the front, the triceps in the back if the upper arm, the brachialis muscle that covers the elbow, and the brachioradialis which covers the outer part of what we refer to as the forearm.