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...