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06/13/2023
Can ChatGPT Enable ITS? The Case of Mixed Traffic Control via Reinforcement Learning
The surge in Reinforcement Learning (RL) applications in Intelligent Tra...
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04/14/2023
Efficient Quality-Diversity Optimization through Diverse Quality Species
A prevalent limitation of optimizing over a single objective is that it ...
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02/17/2023
Hybrid Traffic Control and Coordination from Pixels
Traffic congestion is a persistent problem in our society. Existing meth...
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05/22/2022
AutoJoin: Efficient Adversarial Training for Robust Maneuvering via Denoising Autoencoder and Joint Learning
As a result of increasingly adopted machine learning algorithms and ubiq...
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10/17/2021
Black-box Adversarial Attacks on Network-wide Multi-step Traffic State Prediction Models
Traffic state prediction is necessary for many Intelligent Transportatio...
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07/31/2021