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quant-ph2025
Training Hybrid Quantum Policies with Classical Surrogates for Actor-Critic Reinforcement Learning
Jie Luo, Jeremy Kulcsar, Xueyin Chen +2
Reading out a parametrized quantum circuit through finite-shot measurements introduces a discrete stochastic component into hybrid quantum-classical neural networks, making gradien…
quant-ph2025
Identifiability of Autonomous and Controlled Open Quantum Systems
Waqas Parvaiz, Johannes Aspman, Ales Wodecki +2
Open quantum systems are a rich area of research in the intersection of quantum mechanics and stochastic analysis. By considering a variety of master equations, we unify multiple v…