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pro vyhledávání: '"Nogué, Jan"'
Autor:
Chawla, Palak, Shweta, Swain, K. R., Patel, Tushti, Bala, Renu, Shetty, Disha, Sugisaki, Kenji, Mandal, Sudhindu Bikash, Riu, Jordi, Nogue, Jan, Prasannaa, V. S., Das, B. P.
The quantum-classical hybrid Variational Quantum Eigensolver (VQE) algorithm is recognized to be the method of choice to obtain ground state energies of quantum many-body systems in the noisy intermediate scale quantum (NISQ) era. This study not only
Externí odkaz:
http://arxiv.org/abs/2406.04992
We propose a novel Reinforcement Learning (RL) method for optimizing quantum circuits using graph-theoretic simplification rules of ZX-diagrams. The agent, trained using the Proximal Policy Optimization (PPO) algorithm, employs Graph Neural Networks
Externí odkaz:
http://arxiv.org/abs/2312.11597