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Seongjin Choi

Communication-Aware Reinforcement Learning for Cooperative Adaptive Cruise Control

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Jul 12, 2024
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A Real-time Evaluation Framework for Pedestrian's Potential Risk at Non-Signalized Intersections Based on Predicted Post-Encroachment Time

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Apr 24, 2024
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Better Batch for Deep Probabilistic Time Series Forecasting

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May 26, 2023
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Enhancing Deep Traffic Forecasting Models with Dynamic Regression

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Jan 17, 2023
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Spatiotemporal Residual Regularization with Dynamic Mixtures for Traffic Forecasting

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Dec 15, 2022
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A Framework for Pedestrian Sub-classification and Arrival Time Prediction at Signalized Intersection Using Preprocessed Lidar Data

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Jan 15, 2022
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Deep Learning based Urban Vehicle Trajectory Analytics

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Nov 15, 2021
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Transformer-based Map Matching Model with Limited Ground-Truth Data using Transfer-Learning Approach

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Aug 03, 2021
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TrajGAIL: Generating Urban Vehicle Trajectories using Generative Adversarial Imitation Learning

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Aug 21, 2020
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Attention-based Recurrent Neural Network for Urban Vehicle Trajectory Prediction

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Dec 18, 2018
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