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First successful demonstration of quantum error correction of qudits for quantum computers used a reinforcement learning algorithm to optimize

May 21, 2025 //  by Finnovate

A Yale University study published in Nature has demonstrated the first-ever experimental quantum error correction for higher-dimensional quantum units using qudits, a quantum system that holds quantum information and can exist in more than two states. The researchers used a reinforcement learning algorithm to optimize the systems as ternary and quaternary quantum memories. The experiment pushed past the break-even point for error correction, showcasing a more practical and hardware-efficient method for quantum error correction by harnessing the power of a larger Hilbert space. The increased photon loss and dephasing rates of GKP qudit states can lead to a modest reduction in the lifetime of the quantum information encoded in logical qudits, but in return, it provides access to more logical quantum states in a single physical system. The findings demonstrate the promise of realizing robust and scalable quantum computers and could lead to breakthroughs in cryptography, materials science, and drug discovery.

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Category: Innovation Topics, Futurism

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