2024
AAAI
AAAI 2024
Using Reinforcement Learning to Iteratively Construct Road Networks from Satellite Images and GPS Data
Abstract
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.
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Interdisciplinary Bridge
— Artificial Intelligence and Computer Vision and Machine Learning and Reinforcement Learning
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Cross-Pollinator
— Artificial Intelligence, Computer Science, Computer Vision, Data Science & Analytics, Deep Learning, Healthcare & Medicine, Interdisciplinary, Knowledge & Reasoning, Machine Learning, Mathematics & Optimization, Natural Language Processing, Reinforcement Learning, Robotics, Security & Privacy, Speech & Audio