ResearchBenchmarksTopology-aware CNOT Synthesis on 5-T hardware topologyFollow13Average CNOT countOptimal12.52815.71418.922.086Apr 15, 2026Evaluation ResultsMethodMethodLinksAverage CNOT countOptimal2026.0413AlphaCNOTNumber of Shots=100, R...Number of Shots=100, Reward Variant=mixed2026.0413.03AlphaCNOTNumber of Shots=1, Rew...Number of Shots=1, Reward Variant=mixed2026.0413.23RL-CLNumber of Shots=100Number of Shots=1002026.0413.9RL-CLNumber of Shots=1Number of Shots=12026.0414.8PMH2026.0424.8