Wen Song
Scholar

Wen Song

Google Scholar ID: s8Nz-xoAAAAJ
Shandong University
Artificial IntelligenceDeep Reinforcement LearningPlanning and SchedulingMulti-agent SystemsCombinatorial Optimization
Citations & Impact
All-time
Citations
4,400
 
H-index
32
 
i10-index
47
 
Publications
20
 
Co-authors
15
list available
Resume (English only)
Academic Achievements
  • Senior Member of IEEE.
Research Experience
  • Currently an Associate Professor at the Institute of Marine Science and Technology, Shandong University. Before joining Shandong University, was a Research Fellow with the Singtel-NTU Corp Lab (SCALE@NTU) in Nanyang Technological University, Singapore.
Education
  • PhD from School of Computer Science and Engineering, Nanyang Technological University (NTU) in 2018; Master's degree from Shandong University in 2014; Bachelor's degree from Shandong University in 2011.
Background
  • Research interests lie in the intersection of Artificial Intelligence and Operations Research, particularly in learning to optimize using Deep Learning and Reinforcement Learning to solve challenging optimization problems in various practical domains such as transportation, manufacturing, and maritime logistics. Keywords: Artificial Intelligence, Deep Learning, Reinforcement Learning, Planning and Scheduling, Combinatorial Optimization, Multi-agent Systems.