Patients will receive four cycles of standard platinum-based doublet chemotherapy. Upon confirmation of response or tumor stabilization, patients will be registered and allocated into two cohorts based on the tumor histology and each cohort will be randomized into two arms. The experimental arm will receive combination of durvalumab + tremelimumab, the other arm is according to standard of care.