Zhou, Ruikun

3 publications

L4DC 2025 Data-Driven Optimal Control of Unknown Nonlinear Dynamical Systems Using the Koopman Operator Zhexuan Zeng, Ruikun Zhou, Yiming Meng, Jun Liu

ICML 2024 Physics-Informed Neural Network Policy Iteration: Algorithms, Convergence, and Verification Yiming Meng, Ruikun Zhou, Amartya Mukherjee, Maxwell Fitzsimmons, Christopher Song, Jun Liu

NeurIPS 2022 Neural Lyapunov Control of Unknown Nonlinear Systems with Stability Guarantees Ruikun Zhou, Thanin Quartz, Hans De Sterck, Jun Liu