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Hongyang Ma

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#reinforcement learning Open access Aug 2026

Quantum gated recurrent neural networks for continuous dynamic temporal decision-making

A novel policy network, quantum gated recurrent neural network (QGRNN), which incorporates quantum superposition encoding and cyclic entanglement structures to achieve more efficient state-space exploration and employs a quantum–classical hybrid residual design that effectively integrates quantum measurement outcomes w...

JiaZhao Shen, Zijun Guo, Weizhen Ding et al. · 0 citations

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