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Vindula Jayawardana
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Legal document retrieval using document vector embeddings and deep learning
K Sugathadasa, B Ayesha, N de Silva, AS Perera, V Jayawardana, ...
Intelligent Computing: Proceedings of the 2018 Computing Conference, Volume …, 2019
93*2019
Synergistic union of word2vec and lexicon for domain specific semantic similarity
K Sugathadasa, B Ayesha, N de Silva, AS Perera, V Jayawardana, ...
2017 IEEE international conference on industrial and information systems …, 2017
81*2017
Deriving a representative vector for ontology classes with instance word vector embeddings
V Jayawardana, D Lakmal, N de Silva, AS Perera, K Sugathadasa, ...
2017 Seventh International Conference on Innovative Computing Technology …, 2017
44*2017
Semi-supervised instance population of an ontology using word vector embedding
V Jayawardana, D Lakmal, N de Silva, AS Perera, K Sugathadasa, ...
2017 Seventeenth International Conference on Advances in ICT for Emerging …, 2017
39*2017
Learning eco-driving strategies at signalized intersections
V Jayawardana, C Wu
2022 European Control Conference (ECC), 383-390, 2022
332022
Word vector embeddings and domain specific semantic based semi-supervised ontology instance population
V Jayawardana, D Lakmal, N de Silva, AS Perera, K Sugathadasa, ...
International Journal on Advances in ICT for Emerging Regions (ICTer) 11 (1), 2018
19*2018
The impact of task underspecification in evaluating deep reinforcement learning
V Jayawardana, C Tang, S Li, D Suo, C Wu
Advances in Neural Information Processing Systems 35, 23881-23893, 2022
142022
Mixed autonomous supervision in traffic signal control
V Jayawardana, A Landler, C Wu
2021 IEEE International Intelligent Transportation Systems Conference (ITSC …, 2021
102021
Fleet management for ride-pooling with meeting points at scale: a case study in the five boroughs of New York City
M Mounesan, V Jayawardana, Y Wu, S Samaranayake, HT Vo
arXiv preprint arXiv:2105.00994, 2021
52021
The Braess's Paradox in Dynamic Traffic
D Zhuang, Y Huang, V Jayawardana, J Zhao, D Suo, C Wu
2022 IEEE 25th International Conference on Intelligent Transportation …, 2022
32022
Learning surrogates for diverse emission models
ER Sanchez, C Tang, V Jayawardana, C Wu
Tackling Climate Change with Machine Learning workshop, NeurIPS, 2022
32022
Generalizing Cooperative Eco-driving via Multi-residual Task Learning
V Jayawardana, S Li, C Wu, Y Farid, K Oguchi
IEEE International Conference on Robotics and Automation (ICRA), 2024
12024
Model-free Learning of Corridor Clearance: A Near-term Deployment Perspective
D Suo*, V Jayawardana*, C Wu
IEEE Transactions on Intelligent Transportation Systems, 2023
12023
What is a typical signalized intersection in a city? A pipeline for intersection data imputation from OpenStreetMap
A Qu, A Valiveru, C Tang, V Jayawardana, B Freydt, C Wu
Transportation Research Board, 2023
12023
A Statistical Approach to Quantify the Reliability of Travel Time for Trip Planning Purposes
C Vidanapathirana, S Bandara, V Jayawardana
2020 Moratuwa Engineering Research Conference (MERCon), 390-394, 2020
12020
Model-Based Transfer Learning for Contextual Reinforcement Learning
JH Cho, V Jayawardana, S Li, C Wu
arXiv preprint arXiv:2408.04498, 2024
2024
Learning-Augmented Vehicle Dispatching with Slack Times for High-Capacity Ride-Pooling
Y Kim, V Jayawardana, S Samaranayake
SSRN preprint 4801437, 2024
2024
Multi-behavior Learning for Socially Compatible Autonomous Driving
S Jayawardana, V Jayawardana, K Vidanage, C Wu
2023 IEEE 26th International Conference on Intelligent Transportation …, 2023
2023
Robust Driving Across Scenarios via Multi-residual Task Learning
V Jayawardana, S Li, C Wu, Y Farid, K Oguchi
NeurIPS 2023 Workshop on Generalization in Planning, 2023
2023
An Invisible Issue of Task Underspecification in Deep Reinforcement Learning Evaluations
VM Jayawardana
Massachusetts Institute of Technology, 2022
2022
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