Always interested in visual art, Aldrich took painting and drawing classes at Glendale Community College, before studying art at California State University, Northridge (BA, 1984) with painter Marvin Harden and at Art Center College of Design (MFA, 1986) with artists Jeremy Gilbert-Rolfe and Stephen Prina.