Edwards returned to Kentucky in 2002 to both complete his degree and to serve as an unofficial assistant/manager to his former coach
Tubby Smith with the
2002–03 Kentucky Wildcats men's basketball team. He then joined the staff of former Wildcat
Kyle Macy at
Morehead State as a full-time assistant coach in 2003 and remained for three seasons. From 2006 to 2009, Edwards was an assistant at
VCU under
Anthony Grant. Edwards then was an assistant at
Towson in 2009–10 under
Pat Kennedy and
Western Kentucky in 2010–11 under
Ken McDonald, Edwards was hired to coach Larry Shyatt's staff at
Wyoming in 2011. He was announced as the 21st head coach at the University of Wyoming on March 21, 2016. In his first year as head coach, Wyoming went 23–15 and took home the
2017 CBI championship. On March 9, 2020 it was announced that Edwards had been let go as the head basketball coach of the
Wyoming Cowboys. Edwards coached the team for four years posting an overall record of 60–76 and a conference record of 24–49. On April 8, 2020, Edwards was announced as a part of
Stan Johnson's first coaching staff at
Loyola Marymount. ==Personal life==