Abstract: This paper provides a tutorial on how to use Koopman operators to lift Pontryagin’s optimality condition for infinite-horizon optimal control problems into an infinite dimensional space. It ...

This is the official repo for the ICLR 2025 paper Training Free Optimal Control Flow by Luran Wang, Chaoran Cheng, Yizhen Liao, Yanru Qu, Ge liu. The paper is available at arXiv. Our implementation is ...

Precise control of quantum systems is of fundamental importance in quantum information processing, quantum metrology and high-resolution spectroscopy. When scaling up quantum registers, several ...

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