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quant-ph2026
Noise tolerance via reinforcement in the quantum search problem
Marjan Homayouni-Sangari, Abolfazl Ramezanpour
The Grover lower bound for the unstructured search problem can be surpassed when some information about the data structure is available. Here, we numerically observe that reinforce…
quant-ph2025★ 1 cited
Noise tolerance via reinforcement: Learning a reinforced quantum dynamics
Abolfazl Ramezanpour
The performance of quantum simulations heavily depends on the efficiency of noise mitigation techniques and error correction algorithms. Reinforcement has emerged as a powerful str…