Scholar
Vindula Jayawardana
Google Scholar ID: 3ZqqJosAAAAJ
MIT
Reinforcement Learning
Machine Learning
Multi-agent Systems
Generative AI
Transportation
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Citations & Impact
All-time
Citations
379
H-index
9
i10-index
9
Publications
20
Co-authors
19
list available
Contact
CV
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GitHub
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Publications
5 items
Noise-Aware Generative Microscopic Traffic Simulation
2025
Cited
0
A Roadmap for Climate-Relevant Robotics Research
2025
Cited
0
Multi-residual Mixture of Experts Learning for Cooperative Control in Multi-vehicle Systems
2025
Cited
0
NeuralMOVES: A lightweight and microscopic vehicle emission estimation model based on reverse engineering and surrogate learning
2025
Cited
0
Model-Based Transfer Learning for Contextual Reinforcement Learning
arXiv.org · 2024
Cited
0
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
Co-authors
19 total
Cathy Wu
MIT
Nisansa de Silva
Senior Lecturer, Department of Computer Science & Engineering, University of Moratuwa
Amal Shehan Perera
Senior Lecturer in Computer Science & Engineering, University of Moratuwa
Sirui Li
Massachusetts Institute of Technology
Dajiang Suo
Assistant Professor, Arizona State University
Ao Qu
Massachusetts Institute of Technology
Yashar Zeinali Farid
Principal Researcher - Toyota Motor North America R&D - InfoTech Labs
Samitha Samaranayake
Cornell University
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