Search Results for author: Soyoung Ahn

Found 5 papers, 0 papers with code

Truck Parking Usage Prediction with Decomposed Graph Neural Networks

no code implementations23 Jan 2024 Rei Tamaru, Yang Cheng, Steven Parker, Ernie Perry, Bin Ran, Soyoung Ahn

The proposed model allows truck parking sites' percipience of the topological structures and provides higher performance.

Learning Driver Models for Automated Vehicles via Knowledge Sharing and Personalization

no code implementations31 Aug 2023 Wissam Kontar, Xinzhi Zhong, Soyoung Ahn

This paper describes a framework for learning Automated Vehicles (AVs) driver models via knowledge sharing between vehicles and personalization.

Federated Learning Management

Bayesian Methods in Automated Vehicle's Car-following Uncertainties: Enabling Strategic Decision Making

no code implementations25 Oct 2022 Wissam Kontar, Soyoung Ahn

This paper proposes a methodology to estimate uncertainty in automated vehicle (AV) dynamics in real time via Bayesian inference.

Bayesian Inference Decision Making

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