Currently, the best standard treatment for men with this type of prostate cancer includes radiation therapy combined with androgen deprivation therapy (ADT). ADT blocks the function of hormones including testosterone which prostate cancer uses to grow and spread. All participants in this study will receive the main standard form of ADT called a luteinizing hormone-releasing hormone agonist (LHRHA). Physicians often also use another drug called bicalutamide to help the LHRHA block hormone function. The investigators are testing whether using two newer anti-hormonal drugs called abiraterone acetate and apalutamide with LHRHA can improve cure rates compared to using bicalutamide plus LHRHA. These two drugs work together to suppress both testosterone and the receptor where testosterone binds thereby providing more potent hormone suppression.