This trial studies how well atezolizumab added to the usual radiation therapy works in treating patients with stage I-IIA non-small cell lung cancer. Immunotherapy with monoclonal antibodies, such as Atezolizumab, may help the body’s immune system attack the cancer, and may interfere with the ability of tumor cells to grow and spread.