In May 1806, general Walther replaced Ordener. Due to his seniority, Walther was also second-in-command of the entire Guard cavalry and exercised this command whenever Marshal Bessières was not available for service. The blitz 1806 campaign against Prussia went on without the regiment seeing any action. Nonetheless, war continued the next year in Poland, with the French in pursuit of the Russian army.