TY - RPRT TI - Explainable physics-based constraints on reinforcement learning for accelerator optimization AU - Colen, Jonathan [Old Dominion Univ., Norfolk, VA (United States)] (ORCID:0000000341620276) AU - Schram, Malachi [Old Dominion Univ., Norfolk, VA (United States); Thomas Jefferson National Accelerator Facility (TJNAF), Newport News, VA (United States)] (ORCID:0000000234752871) AU - Rajput, Kishansingh [Thomas Jefferson National Accelerator Facility (TJNAF), Newport News, VA (United States); Univ. of Houston, TX (United States)] AU - Kasparian, Armen [Thomas Jefferson National Accelerator Facility (TJNAF), Newport News, VA (United States)] PY - 2026 DO - 10.1088/2632-2153/ae2fa8 UR - https://www.osti.gov/biblio/3013325 ID - 3013325 ER -