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09/13/2023
Uncertainty-aware Traffic Prediction under Missing Data
Traffic prediction is a crucial topic because of its broad scope of appl...
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08/28/2023
LLM Powered Sim-to-real Transfer for Traffic Signal Control
Numerous solutions are proposed for the Traffic Signal Control (TSC) tas...
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07/23/2023
Uncertainty-aware Grounded Action Transformation towards Sim-to-Real Transfer for Traffic Signal Control
Traffic signal control (TSC) is a complex and important task that affect...
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07/15/2023
RegExplainer: Generating Explanations for Graph Neural Networks in Regression Task
Graph regression is a fundamental task and has received increasing atten...
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04/21/2023
Reinforcement Learning Approaches for Traffic Signal Control under Missing Data
The emergence of reinforcement learning (RL) methods in traffic signal c...
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11/19/2022
LibSignal: An Open Library for Traffic Signal Control
This paper introduces a library for cross-simulator comparison of reinfo...
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08/13/2022
