The 23-year-old was originally named in the 31-man RWC Squad but was released due to injury ahead of the tournament.
Walker replaces Liam Williams who was released on Sunday.
Wales squad update
Ospreys winger Eli Walker has been called into Wales Rugby World Cup squad and will link up with the squad immediately.
