The Netherlands winger has stressed the European champions will continue to develop in their own particular style under their 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 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 they 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 an historic treble for the Bundesliga champions.
Bayern kick off the defence of their domestic crown at home to Borussia Monchengladach on August 9.