HONGLIANG (SCOTT) GUO

Research projects:

BRIDGE, SEAM4US

Research topics:

Context management, adaptive context-aware workflow management, distributed resource management, agent-based engergy control, multi-agent systems.

Biography:

Hongliang Guo received his Bachelor of Engineering in Dynamic Engineering and a Master of Engineering in Dynamic Control at the Beijing Institute of Technology, China. He holds a PhD degree in Electrical and Computer Engineering from the Stevens Institute of Technology, USA.

He later joined Almende in Rotterdam, the Netherlands as a postdoc research in 2011. His research interests include self-organizing systems and agent-based technologies.

Selected Publications:

H. Guo, Y. Meng and Y. Jin, A Cellular Mechanism for Multi-Robot Construction via Evolutionary Multi-Objective Optimization of a Gene Regulatory Networks, BioSystems, 98(3): 193-203, 2009.

H. Guo, Y. Jin and Y. Meng, A Uniform Framework for Self-Organized Multi-Robot Pattern Formation and Boundary Coverage Inspired from Morphogenesis. In: ACM Transactions on Autonomous and Adaptive Systems, 2009.

H. Guo and Y. Meng, A Distributed Reinforcement Learning Approach for Multi-Robot Systems. Journal of Intelligent and Robotic Systems. vol. 60, issue 3, pp.531-551, 2010.

H. Guo. Morphogenetic Computing and Reinforcement Learning for Multi-Agent Systems. PhD-Thesis, Stevens Institute of Technology, Hoboken, NJ, USA, 2011.