Optimizing quantum annealing schedules with Monte Carlo tree search enhanced with neural networks
Yuqin Chen, Yu Chen, Chee‐Kong Lee, Shengyu Zhang, Chang‐Yu Hsieh
Topics & Concepts
Quantum annealingComputer scienceReinforcement learningSimulated annealingArtificial neural networkQuantum computerMonte Carlo methodAdiabatic quantum computationQuantumMonte Carlo tree searchBenchmark (surveying)Mathematical optimizationAlgorithmArtificial intelligenceMathematicsPhysicsQuantum mechanicsGeographyGeodesyStatisticsQuantum Computing Algorithms and ArchitectureMachine Learning in Materials ScienceQuantum Information and Cryptography