All at once? No, but you can hover your mouse over the project name e hit Delete on your keyboard.
UPDATE
I don’t know if it existed or was added in the lastests version, but open any project and go to File > Reopen and select Clear List. Click OK on the confirmation dialog and next time you open AS the Recent Projects list should be blank.