There is no problem with exercising while taking atenolol, however atenolol can slow down the heart rate and prevent your heart from spitting up during exercise which may limit your ability to exercise or make you feel tired or fatigued or lightheaded.  You should speak with your doctor about whether atenolol is the right medication for you if you are an active exerciser.