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ORCIDVindula Jayawardana
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2020 – today
- 2025
[i15]Edgar Ramirez Sanchez, Catherine Tang, Yaosheng Xu, Nrithya Renganathan, Vindula Jayawardana, Zhengbing He, Cathy Wu:
NeuralMOVES: A lightweight and microscopic vehicle emission estimation model based on reverse engineering and surrogate learning. CoRR abs/2502.04417 (2025)- 2024
- [j1]Dajiang Suo
, Vindula Jayawardana, Cathy Wu:
Model-Free Learning of Corridor Clearance: A Near-Term Deployment Perspective. IEEE Trans. Intell. Transp. Syst. 25(6): 4833-4848 (2024) - [c8]Vindula Jayawardana, Sirui Li, Cathy Wu, Yashar Zeiynali Farid, Kentaro Oguchi:
Generalizing Cooperative Eco-driving via Multi-residual Task Learning. ICRA 2024: 6836-6842 - [c7]Jung-Hoon Cho, Vindula Jayawardana, Sirui Li, Cathy Wu:
Model-Based Transfer Learning for Contextual Reinforcement Learning. NeurIPS 2024 - [i14]Vindula Jayawardana, Sirui Li, Cathy Wu, Yashar Zeiynali Farid, Kentaro Oguchi:
Generalizing Cooperative Eco-driving via Multi-residual Task Learning. CoRR abs/2403.04232 (2024) - [i13]Ao Qu, Anirudh Valiveru, Catherine Tang, Vindula Jayawardana, Baptiste Freydt, Cathy Wu:
What is a typical signalized intersection in a city? A pipeline for intersection data imputation from OpenStreetMap. CoRR abs/2405.13480 (2024) - [i12]Jung-Hoon Cho, Vindula Jayawardana, Sirui Li, Cathy Wu:
Model-Based Transfer Learning for Contextual Reinforcement Learning. CoRR abs/2408.04498 (2024) - [i11]Vindula Jayawardana, Baptiste Freydt, Ao Qu, Cameron Hickert, Edgar Sanchez, Catherine Tang, Mark Taylor, Blaine Leonard, Cathy Wu:
Mitigating Metropolitan Carbon Emissions with Dynamic Eco-driving at Scale. CoRR abs/2408.05609 (2024) - [i10]Vindula Jayawardana, Baptiste Freydt, Ao Qu, Cameron Hickert, Zhongxia Yan, Cathy Wu:
IntersectionZoo: Eco-driving for Benchmarking Multi-Agent Contextual Reinforcement Learning. CoRR abs/2410.15221 (2024) - 2023
- [c6]Sanjula Jayawardana, Vindula Jayawardana, Kaneeka Vidanage, Cathy Wu:
Multi-behavior Learning for Socially Compatible Autonomous Driving. ITSC 2023: 4422-4427 - [i9]Dajiang Suo, Vindula Jayawardana, Cathy Wu:
Model-free Learning of Corridor Clearance: A Near-term Deployment Perspective. CoRR abs/2312.10339 (2023) - 2022
- [c5]Vindula Jayawardana, Cathy Wu:
Learning Eco-Driving Strategies at Signalized Intersections. ECC 2022: 383-390 - [c4]Dingyi Zhuang, Yuzhu Huang, Vindula Jayawardana, Jinhua Zhao, Dajiang Suo, Cathy Wu:
The Braess's Paradox in Dynamic Traffic. ITSC 2022: 1018-1023 - [c3]Vindula Jayawardana, Catherine Tang, Sirui Li, Dajiang Suo, Cathy Wu:
The Impact of Task Underspecification in Evaluating Deep Reinforcement Learning. NeurIPS 2022 - [i8]Dingyi Zhuang, Yuzhu Huang, Vindula Jayawardana, Jinhua Zhao, Dajiang Suo, Cathy Wu:
The Braess Paradox in Dynamic Traffic. CoRR abs/2203.03726 (2022) - [i7]Vindula Jayawardana, Cathy Wu:
Learning Eco-Driving Strategies at Signalized Intersections. CoRR abs/2204.12561 (2022) - [i6]Vindula Jayawardana, Catherine Tang, Sirui Li, Dajiang Suo, Cathy Wu:
The Impact of Task Underspecification in Evaluating Deep Reinforcement Learning. CoRR abs/2210.08607 (2022) - 2021
- [c2]Vindula Jayawardana, Anna Landler, Cathy Wu:
Mixed Autonomous Supervision in Traffic Signal Control. ITSC 2021: 1767-1773 - [i5]Motahare Mounesan, Vindula Jayawardana, Yaocheng Wu, Samitha Samaranayake, Huy T. Vo:
Fleet management for ride-pooling with meeting points at scale: a case study in the five boroughs of New York City. CoRR abs/2105.00994 (2021)
2010 – 2019
- 2018
- [i4]Keet Sugathadasa, Buddhi Ayesha, Nisansa de Silva, Amal Shehan Perera, Vindula Jayawardana, Dimuthu Lakmal, Madhavi Perera:
Legal Document Retrieval using Document Vector Embeddings and Deep Learning. CoRR abs/1805.10685 (2018) - 2017
- [c1]Keet Sugathadasa, Buddhi Ayesha, Nisansa de Silva, Amal Shehan Perera, Vindula Jayawardana, Dimuthu Lakmal, Madhavi Perera:
Synergistic union of Word2Vec and lexicon for domain specific semantic similarity. ICIIS 2017: 1-6 - [i3]Keet Sugathadasa, Buddhi Ayesha, Nisansa de Silva, Amal Shehan Perera, Vindula Jayawardana, Dimuthu Lakmal, Madhavi Perera:
Synergistic Union of Word2Vec and Lexicon for Domain Specific Semantic Similarity. CoRR abs/1706.01967 (2017) - [i2]Vindula Jayawardana, Dimuthu Lakmal, Nisansa de Silva, Amal Shehan Perera, Keet Sugathadasa, Buddhi Ayesha:
Deriving a Representative Vector for Ontology Classes with Instance Word Vector Embeddings. CoRR abs/1706.02909 (2017) - [i1]Vindula Jayawardana, Dimuthu Lakmal, Nisansa de Silva, Amal Shehan Perera, Keet Sugathadasa, Buddhi Ayesha, Madhavi Perera:
Semi-Supervised Instance Population of an Ontology using Word Vector Embeddings. CoRR abs/1709.02911 (2017)
Coauthor Index
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