Publications
Browse by year, type, or research theme. A live citation profile is also available on Google Scholar.
Theme: 3D ReconstructionComputer VisionIntelligent Transport SystemsMachine LearningMonocular Depth EstimationPhotometric StereoReinforcement Learning
Clear filters · 10 result(s)
2026
- When Memory Matters: An Evaluation of LSTM-Based Multi-Agent Learning for Multi-Intersection Traffic Signal ControlWhite Rose Research Online (University of Leeds, The University of Sheffield, University of York) · 2026
2025
- Deep Reinforcement Learning Traffic Signal Controller for Large, Real-World Traffic NetworksWomen in engineering and science · 2025
2023
- Synthesizing Traffic Datasets Using Graph Neural NetworksarXiv (Cornell University) · 2023
2022
- Traffic3d: An Open-Source Traffic-Based Interactive Framework to Train Ai AgentsSSRN Electronic Journal · 2022
- Fully-Autonomous, Vision-based Traffic Signal Control: From Simulation to Reality2022
2020
2019
- Traffic3D: A Rich 3D-Traffic Environment to Train Intelligent AgentsLecture notes in computer science · 2019
- A Deep Reinforcement Learning Agent for Traffic Intersection Control Optimization2019
- Traffic3D: A New Traffic Simulation Paradigm2019