Abstract: Large language models (LLMs) have demonstrated remarkable capabilities on various downstream tasks. However, mathematical problem-solving remains a formidable challenge due to its complex ...

Abstract: Koopman operator theory offers a rigorous treatment of dynamics, emerging as a robust alternative for learning-based control in robotics. By representing nonlinear dynamics as a linear, ...