Articles
Journal of Machine Learning and Information Security
Fixed-Time Consensus of Nonlinear Multi-Agent Systems with Uncertain Disturbances via Saturation Constraint Impulsive Control
Shasha Yang, Lili Zhang, Jie Wang, Xinxin Jiang, Lianghao Ji
2026, 2(1): 7. doi: 10.53941/jmlis.2026.100007
Singularity-Free Prescribed-Time Distributed Optimization for Nonlinear Multi-Agent Systems with Time-Varying Cost Functions
Huan Wang, Tao Dong, Yihan Yang, Tiancheng Liu, Aijuan Wang
2026, 2(1): 6. doi: 10.53941/jmlis.2026.100006
A Survey of Learning in Optimal Control and Differential Game
Yuxuan Zhu, Chuandong Li, Runtian Zeng
2026, 2(1): 4. doi: 10.53941/jmlis.2026.100004
Data-Based Optimal Couple-Group Consensus Control for Heterogeneous Multi-Agent Systems via Policy Gradient Reinforcement Learning
Jun Li, Xiaoyu Pei, Lianghao Ji
2026, 2(1): 1. doi: 10.53941/jmlis.2026.100001
