AAAI 2024technical0 citations
Using Reinforcement Learning to Iteratively Construct Road Networks from Satellite Images and GPS Data
Abstract
Constructing road networks manually is a time consuming and labor-intensive process. This paper proposes a new method to iteratively construct road networks using reinforcement learning from a combined tensor-based representation of satellite image and GPS trajectory data.
BibTeX
@article{Gallardo_2024, title={Using Reinforcement Learning to Iteratively Construct Road Networks from Satellite Images and GPS Data}, volume={38}, url={https://ojs.aaai.org/index.php/AAAI/article/view/30548}, DOI={10.1609/aaai.v38i21.30548}, abstractNote={Constructing road networks manually is a time consuming and labor-intensive process. This paper proposes a new method to iteratively construct road networks using reinforcement learning from a combined tensor-based representation of satellite image and GPS trajectory data.}, number={21}, journal={Proceedings of the AAAI Conference on Artificial Intelligence}, author={Gallardo, Isaiah}, year={2024}, month={Mar.}, pages={23740-23741} }