TY - RPRT TI - Virtual to Physical: Reinforcement Learning to Optimize SNS Particle Accelerator Controls AU - Kasparian, Armen [Thomas Jefferson National Accelerator Facility (TJNAF), Newport News, VA (United States)] AU - Zhukov, Alexander P. [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] AU - Cathey, Brandon [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States). Spallation Neutron Source (SNS)] AU - Elliott, Carrie [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] AU - Colen, Jonathan [Old Dominion Univ., Norfolk, VA (United States)] AU - Rajput, Kishansingh [Thomas Jefferson National Accelerator Facility (TJNAF), Newport News, VA (United States)] (ORCID:0000000244309937) AU - Schram, Malachi [Thomas Jefferson National Accelerator Facility (TJNAF), Newport News, VA (United States)] AU - Thompson, Trent [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] AU - Blokland, Willem [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] PY - 2025 DO - 10.2172/2573756 UR - https://www.osti.gov/biblio/2573756 ID - 2573756 ER -