The Netherlands winger has stressed that the European champion will continue to develop its own particular style under the club's new coach.
The former Blaugrana boss took the reins at the Allianz Arena after Jupp Heynckes departed at the end of last season, with Guardiola spending 25 million euros to take Thiago Alcantara from Camp Nou earlier this week.
But Robben, 29, has made it clear the Bavarians will continue to improve in their own robust style, while stressing the need to ensure last season was not a one off.
"We have our own qualities," he told Sp!ts when asked whether the team would look to copy Barcelona. "We have shown that we can win prizes our way. It's up to us to make the next step and become better."
Robben struck the winning goal in Bayern's 2-1 Champions League final triumph over Borussia Dortmund last term, completing a historic treble for the Bundesliga champion.
Bayern kicks off the defense of its domestic crown at home to Borussia Monchengladach on Aug. 9.