刘磊

基本情况：

   刘磊，男，1983年06月，博士，教授，博士生导师。主持并且并完成国家自然科学基金面2项（青年项目、面上项目），及其它省部级项目多项。近年来，致力于无人系统和强化学习方面的研究，以第一作者或通讯作者在《IEEE Transactions on Neural Networks and Learning Systems》、《IEEE Transactions on Systems, Man, and Cybernetics: Systems》、《Automatica》、《Science China Information Sciences》、《Journal of The Franklin Institute》、《Systems & Control Letters》等SCI期刊上发表论文40余篇。

Email: liulei_hust@163.com, liulei_hust@hhu.edu.cn, liuleihust@gmail.com

人才计划：

1.2018年度江苏省青蓝工程优秀青年骨干教师培养对象；

2.2018年河海大学大禹学者计划第三层次（大禹青年俊才）；

3.2021年度江苏省科技副总。

代表性著作：

L. Liu*, J.Cao, F. Alsaadi, “Aperiodically Intermittent Event-Triggered Optimal Average Consensus for Nonlinear Multi-Agent Systems”, IEEE Transactions on Neural Networks and Learning Systems, Paper ID: TNNLS-2022-P-20298, Accepted.

L. Liu, J. Cao, C. Qian, “Pth moment exponential input-to-state stability of delayed recurrent neural networks with markovian switching via vector Lyapunov function,”IEEE Transactions on Neural Networks and Learning Systems,  29(7) :3152-3163, 2018

L. Liu, M. Perc J. Cao*, “Aperiodically intermittent stochastic stabilization via discrete time or delay feedback control,”Science China Information Sciences, 62(7) :13, 2019.

L. Liu*, “New criteria on exponential stability for stochastic delay differential systems based on vector Lyapunov function”, IEEE Transactions on Systems, Man, and Cybernetics: Systems, 47(11):2985-2993, 2017.

L. Liu*, Z. Wu, “Intermittent stochastic stabilization based on discrete-time observation with time delay,”Systems & Control Letters, 137:104626, 2020.

L. Liu, Z. Wu, J. Cao*, “Intermittent Stochastic Stabilization of Markovian Jump Systems via Sampled Data,”Journal of the Franklin Institute,359(1):439-460,2021.

L. Liu, Y. Shen*, “Noise suppress explosive solution of differential systems whose coefficient obey the polynomial growth condition,” Automatica, 48(4) :619-624, 2012.

L. Liu, Y. Shen*, F. Jiang, “The almost sure asymptotic stability and pth moment asymptotic stability of nonlinear stochastic differential systems with polynomial growth,” IEEE Transactions on Automatic Control, 56(8):1985-1990.2011.

C. Liu, L. Liu*, J. Cao, M Abdel-Aty, “Intermittent event-triggered optimal leader-following consensus for nonlinear multi-agent systems via actor-critic, ”IEEE Transactions on Neural Networks and Learning Systems, 2021. .(通讯作者).

R. Zhu, L.Liu*, “Stochastic stabilization of switching diffusion systems via an intermittent control strategy with delayed and sampled-data observations”, Systems & Control Letters, Vol. 168,Article ID: 105362, 2022.(通讯作者).

L. Liu，X. Mao, J. Cao*, “Razumikhin-type theorem for stochastic functional differential systems via vector Lyapunov function,”Journal of Mathematical Analysis and Applications, 479(2):986-2006, 2019.

L. Liu*, Y. Shen, “New criteria on persistence in mean and extinction for stochastic competitive Lotka-Volterra systems with regime switching”, Journal of Mathematical Analysis and Applications, Vol. 430, No. 2015, pp. 306-323, 2015.

A.Liu, L.Liu*, J.Cao, F. Alsaadi, “Deep deterministic policy gradient with generalized integral compensator for height control of quadrotor”,Journal of Applied Analysis and Computation,Vol.12, No.3, pp. 868-894, 2022.(通讯作者)

刘磊*，陈浩, “基于值分布最大熵Actor-Critic 算法的投资组合管理”．华中科技大学学报(自然科学版). https://kns.cnki.net/kcms/detail/42.1658.N.20220915.1427.002.html(通讯作者)

学会兼职

1）中国自动化学会高级会员；

2）中国自动化学会自适应动态规划与强化学习专业委员会委员；

3）中国自动化学会控制理论专委会随机控制学组委员；

4) 江苏省自动化学会青年工作委员会委员，无人系统专委会委员

期刊兼职

1）中国科技期刊卓越行动计划高起点新刊Journal of Autmation and Intelligence青年编委

2）山东师大学报自然科学版编委会编委

3）聊城大学学报智能控制理论与应用编委