Map Inference from Satellite Segmentation Data through Reinforcement Learning: A Novel Approach

Online road maps need to be kept up to date for a variety of purposes, and the task of updating them can be automated. There are many algorithms to infer road map structure from data, including satellite imagery and crowdsourced GPS trajectories. However, most of these algorithms use supervised lear...

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Bibliographic Details
Main Author: Jagwani, Satvat
Other Authors: Madden, Samuel R.
Format: Thesis
Published: Massachusetts Institute of Technology 2022
Online Access:https://hdl.handle.net/1721.1/139876