ResearchBenchmarksTopology-aware CNOT Synthesis on hardware topology 8-HTopology-aware CNOT Synthesis on hardware topology 8-HFollow38.7Average CNOT CountAlphaCNOT36.0853.76571.4589.135Apr 15, 2026Evaluation resultsMethodMethodLinksAverage CNOT CountAlphaCNOTNumber of Shots=100, R...Number of Shots=100, Reward Variant=mixed2026.0438.7AlphaCNOTNumber of Shots=1, Rew...Number of Shots=1, Reward Variant=mixed2026.0442.4RL-CLNumber of Shots=100Number of Shots=1002026.0445RL-CLNumber of Shots=1Number of Shots=12026.0448.9PMH2026.04104.2