A deep learning algorithm for the stable manifolds of the Hamilton-Jacobi equations. - Guoyuan Chen (CoRR, 2020)

Symplectic Algorithms for Stable Manifolds in Control Theory. - Guoyuan Chen; Gao-sheng Zhu (IEEE Trans. Autom. Control., 2022)

p Components of Cluster-Lag Consensus for Second-Order Multiagent Systems With Adaptive Controller on Cooperative-Competitive Networks. - Yi Wang 019; Haiyu Song; Guoyuan Chen; Zhongjun Ma; Jinde Cao (IEEE Trans. Cybern., 2023)

Optimal H∞ control based on stable manifold of discounted Hamilton-Jacobi-Isaacs equation. - Guoyuan Chen; Yi Wang; Qinglong Zhou (CoRR, 2024)

Design of consensus and cluster consensus controller for first-order nonlinear multi-agent systems based on subgroup structure. - Yi Wang 019; Zhongjun Ma; Guoyuan Chen; Jinde Cao (Neurocomputing, 2024)

Deep Neural Network Approximations for the Stable Manifolds of the Hamilton-Jacobi-Bellman Equations. - Guoyuan Chen (IEEE Trans. Autom. Control., 2024)