Walking, biking, swimming, tai chi, yoga, and water aerobics are all good aerobic exercises for people with osteoarthritis. Water exercise is especially ideal because of water's soothing warmth and buoyancy. It's a gentle way to exercise joints and muscles -- plus it acts as resistance to help build muscle strength.