A novel generative adversarial network for improving crash severity modeling with imbalanced data

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Preference-Based Reinforcement Learning for Autonomous Vehicle Control Considering the Benefits of Following Vehicles

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Toward better equity: Analyzing travel patterns through a neural network approach in mobility-as-a-service

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A Leading Cruise Controller for Autonomous Vehicles in Mixed Autonomy Based on Preference-Based Reinforcement Learning

Conference paper

Analyzing the Effects of Autonomous Vehicles on Human Driving Behavior in VR- enabled Mixed Traffic Simulation Based on Causal Inference

Conference paper

Rebalancing Traffic Crash Data Based on Generative Adversarial Networks for Crash Severity Modeling

Conference paper

Modeling the Effects of Autonomous Vehicles on Human Driver Car-Following Behaviors Using Inverse Reinforcement Learning

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A Comparative Study of Rear-end Collision between ADS- Controlled Vehicles and ADAS-Controlled Vehicles

Conference paper

Exploring Discretionary Lane-changing Behaviors of Autonomous Vehicles Using the Waymo Open Dataset

Conference paper

Rebalancing Traffic Crash Data Based on Generative Adversarial Networks for Crash Severity Modeling

Conference paper

Characterizing car-following behaviors of human drivers when following automated vehicles using the real-world dataset

Article

Investigating the Effects of Autonomous Vehicles on Following Human-Driven Vehicles Using Inverse Reinforcement Learning

Conference paper

Modeling Human Driver Behaviors When Following Autonomous Vehicles: An Inverse Reinforcement Learning Approach

Conference paper

Modeling the Effects of Autonomous Vehicles on Human Driver Car-Following Behaviors using Inverse Reinforcement Learning

Conference paper

SHARING THE ROAD: HOW HUMAN DRIVERS INTERACT WITH AUTONOMOUS VEHICLES ON HIGHWAYS

Conference paper

The Role of Customized MaaS Bundles on Demand Fairness of High- Flexibility Travel Modes: A Machine Learning Approach

Conference paper

Toward Better Equity and Sustainability: A Machine Learning Approach for Travel Pattern Feature Analysis with Mobility-as-a-Service

Conference paper

Cooperative Car-Following and Merging: A Novel Merge Control Strategy Considering Cooperative Adaptive Cruise Control and Courtesy

Conference paper

A randomized encouragement experiment to measure the causal effect of shared mobility services on travel behavior and car ownership

Conference paper