Hiromichi Matsuyama

Transformers as Intrinsic Optimizers for Quantum Approximate Optimization Algorithm

A Transformer-based intrinsic optimization framework for QAOA, in which the optimizer itself is learned and embedded directly into the hybrid quantum-classical loop, demonstrating that Transformer-based intrinsic optimization can provide a structured and transferable mechanism for improving the classical component of h...