Luke Chadwick resumed training this week after a six-week lay-off with knee ligament damage, while fellow winger Daniel Powell and defender Gary MacKenzie were also back in training following hamstring problems.
All three players are expected to be available to manager Karl Robinson at the weekend, but the Dons do continue to be hampered by injuries and suspensions.
Ryan Lowe became the second player in as many matches to be sent off against Bournemouth last week and the striker begins a three-match ban.
Centre-half Antony Kay missed the 3-0 defeat to the Cherries serving the first game of a four-match absence for the red card he received in the defeat at Yeovil.
Midfielder Stephen Gleeson (foot) and on-loan Chelsea striker Patrick Bamford (hamstring) are still recovering from injury.