Reinforcement Learning

Reinforcement Learning for Eco-Driving in Mixed Traffic

Developing RL-based control strategies that let connected and automated vehicles save energy while coexisting with heterogeneous human drivers. Our field-data-calibrated framework …

Adaptive Leading Cruise Control in Mixed Traffic Considering Human Behavioral Diversity

Reinforcement learning-based eco-cruising for connected vehicles in mixed traffic, calibrated against real human driver behaviors.

Qun Wang