"I've been based in Milton Keynes for some time and have driven past the stadium hoping I might one day get the chance to play there so I'm really pleased," Ince told the official Dons website.
"Since I was invited to train here I've been really impressed with the sessions the coaching staff have put on and the gaffer's record speaks for itself.
"I'm really looking forward to working with him."