Vindula Jayawardana
Scholar

Vindula Jayawardana

Google Scholar ID: 3ZqqJosAAAAJ
MIT
Reinforcement LearningMachine LearningMulti-agent SystemsGenerative AITransportation
Citations & Impact
All-time
Citations
379
 
H-index
9
 
i10-index
9
 
Publications
20
 
Co-authors
19
list available
Resume (English only)
Academic Achievements
  • Paper "IntersectionZoo" accepted at ICLR 2025
  • "Mitigating Metropolitan Carbon Emissions with Dynamic Eco-driving at Scale" accepted at TR-C
  • "Model-Based Transfer Learning for Contextual Reinforcement Learning" accepted at NeurIPS 2024
  • "Generalizing Cooperative Eco-driving via Multi-residual Task Learning" accepted at ICRA 2024
  • "Model-free Learning of Corridor Clearance: A Near-term Deployment Perspective" accepted at IEEE T-ITS
  • Multiple papers published at NeurIPS, ITSC, TRC30, and other venues
  • Named a Rising Star in Cyber-Physical Systems (2024)
  • Recipient of IEEE ITSS WiE/YP Workshop and Annual Forum Fellowship (2023)
  • Awarded the 2022 Harold L. Hazen Teaching Award from MIT EECS
  • Research featured in MIT News, NewScientist, Anthropocene Magazine, NPR, and others
Research Experience
  • Research Scientist at Toyota Research Institute (since July 2025)
  • Interned at NVIDIA (Summer 2024)
  • Conducted research at Toyota North America
  • Affiliated with the Mobility, Algorithms, and Society Lab at Cornell University
  • Participated in the Data Science, Engineering & Analytics Research Hub at University of Moratuwa