If you use Selenium2Library, and define the browser in a variable, you can run the same tests against multiple browsers by changing the variable on the command line:
$ pybot -v BROWSER=chrome my_test_suite.txt
$ pybot -v BROWSER=ff my_test_suite.txt
...