Reinforcement learning for optimization of variational quantum circuit architectures

Mateusz Ostaszewski, Lea M. Trenkwalder, Wojciech Masarczyk, Eleanor Scerri, Vedran Dunjko. Reinforcement learning for optimization of variational quantum circuit architectures. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 18182-18194, 2021. [doi]

Authors

Mateusz Ostaszewski

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Lea M. Trenkwalder

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Wojciech Masarczyk

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Eleanor Scerri

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Vedran Dunjko

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