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5 papers · 2 filters
Quantum Logic Gate Synthesis as a Markov Decision Process
M. Sohaib Alam, Noah F. Berthusen, Peter P. Orth
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 Deci…
Perils of Embedding for Sampling Problems
Jeffrey Marshall, Andrea Di Gioacchino, Eleanor G. Rieffel
Advances in techniques for thermal sampling in classical and quantum systems would deepen understanding of the underlying physics. Unfortunately, one often has to rely solely on in…
Experimental investigation of Markovian and non-Markovian channel addition
S. A. Uriri, F. Wudarski, I. Sinayskiy +2
The study of memory effects in quantum channels helps in developing characterization methods for open quantum systems and strategies for quantum error correction. Two main sets of…
From Ansätze to Z-gates: a NASA View of Quantum Computing
Eleanor G. Rieffel, Stuart Hadfield, Tad Hogg +12
For the last few years, the NASA Quantum Artificial Intelligence Laboratory (QuAIL) has been performing research to assess the potential impact of quantum computers on challenging…
Establishing the Quantum Supremacy Frontier with a 281 Pflop/s Simulation
Benjamin Villalonga, Dmitry Lyakh, Sergio Boixo +6
Noisy Intermediate-Scale Quantum (NISQ) computers are entering an era in which they can perform computational tasks beyond the capabilities of the most powerful classical computers…