The Dons require a point from Saturday's home clash with Walsall to secure fourth place and the home advantage in the play-off second leg against Huddersfield.
But Robinson will field his strongest side to face the Terriers on as big a roll as possible.
"I think next week I want to play as strong (a team) as I can," he told MK News.
"I want to lead up to the play-offs with more momentum, and start working on a couple of things.
"It would be a different set of circumstances for me as a manager having the second leg at home - it's important to get that slight advantage."