Quantum logic gate synthesis as a Markov decision process

Abstract Reinforcement learning has witnessed recent applications to a variety of tasks in quantum programming. The underlying assumption is that those tasks could be modeled as Markov decision processes (MDPs). Here, we investigate the feasibility of this assumption by exploring its consequences fo...

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Bibliographic Details
Main Authors: M. Sohaib Alam, Noah F. Berthusen, Peter P. Orth
Format: Article
Language:English
Published: Nature Portfolio 2023-10-01
Series:npj Quantum Information
Online Access:https://doi.org/10.1038/s41534-023-00766-w