Does axial skeleton includes bones of the arm?

No, it does not. The axial skeleton contains the bones arranged in a longitundinal axis, i.e. the cranium, hyoid, auditory ossicles, vertebral column and thoracic cage. The arms are part of the appendicular skeleton