ResearchBenchmarksTopology-aware CNOT Synthesis on 4-L hardware topologyTopology-aware CNOT Synthesis on 4-L hardware topologyFollow8.96Average CNOT CountOptimal8.694410.487212.2814.0728Apr 15, 2026Evaluation resultsMethodMethodLinksAverage CNOT CountOptimal2026.048.96AlphaCNOTNumber of Shots=1, Rew...Number of Shots=1, Reward Variant=mixed2026.048.97AlphaCNOTNumber of Shots=100, R...Number of Shots=100, Reward Variant=mixed2026.048.97RL-CLNumber of Shots=100Number of Shots=1002026.0410RL-CLNumber of Shots=1Number of Shots=12026.0410.2PMH2026.0415.6