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 | 33 | 2022 |
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 | 14 | 2022 |
Mixed autonomous supervision in traffic signal control V Jayawardana, A Landler, C Wu 2021 IEEE International Intelligent Transportation Systems Conference (ITSC …, 2021 | 10 | 2021 |
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 | 5 | 2021 |
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 | 3 | 2022 |
Learning surrogates for diverse emission models ER Sanchez, C Tang, V Jayawardana, C Wu Tackling Climate Change with Machine Learning workshop, NeurIPS, 2022 | 3 | 2022 |
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 | 1 | 2024 |
Model-free Learning of Corridor Clearance: A Near-term Deployment Perspective D Suo*, V Jayawardana*, C Wu IEEE Transactions on Intelligent Transportation Systems, 2023 | 1 | 2023 |
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 | 1 | 2023 |
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 | 1 | 2020 |
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 |