Songyuan Zhang
Scholar

Songyuan Zhang

Google Scholar ID: BfAQla4AAAAJ
Massachusetts Institute of Technology
Safe Autonomous SystemsMulti-agent SystemsReinforcement LearningControl
Citations & Impact
All-time
Citations
258
 
H-index
7
 
i10-index
7
 
Publications
13
 
Co-authors
16
list available
Resume (English only)
Academic Achievements
  • Recipient of the 2025–2026 Schwarzman College of Computing Amazon AI Research Innovation Fellowship
  • Paper 'Solving Multi-Agent Safe Optimal Control with Distributed Epigraph Form MARL' won Best Student Paper Award at RSS 2025
  • Same paper was a finalist for both Best Paper and Best Student Paper Awards at RSS 2025
  • Paper 'Discrete GCBF Proximal Policy Optimization for Multi-agent Safe Optimal Control' accepted by ICLR 2025
  • Paper 'GCBF+: A Neural Graph Control Barrier Function Framework for Distributed Safe Multi-Agent Control' accepted by IEEE Transactions on Robotics (T-RO)
  • GCBF+ work featured by MIT News