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20250181988. Re (INTERNATIONAL BUSINESS MACHINES)

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REINFORCEMENT LEARNING BASED TRANSPILATION OF QUANTUM CIRCUITS

Abstract: systems and techniques that facilitate quantum circuit transpiling are provided. for example, one or more embodiments described herein can comprise a system, which can comprise a memory that can store computer executable components. the system can also comprise a processor, operably coupled to the memory that can execute the computer executable components stored in memory. the computer executable components can comprise a receiver component that receives an input quantum circuit representation and one or more quantum circuit constraints, a machine learning component that generates a transpiled quantum circuit representation based on the one or more quantum circuit constraints and the input quantum circuit representation.

Inventor(s): David Kremer Garcia, Juan Cruz Benito, Victor Villar Pascual, Hanhee Paik, Ismael Faro Sertage, Ivan Duran Martinez, Francisco Jose Martin Fernandez, Alexandra Rivero García

CPC Classification: G06N20/10 (COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS)

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