Lynn Pepin

A Multi-Agent Reinforcement Learning Approach for Safe and Efficient Behavior Planning of Connected Autonomous Vehicles

Songyang Han, Shanglin Zhou, Jiangwei Wang et al. · IEEE Transactions on Intelligent Transportation Systems · 2023 · 36 citations

Computing, Autonomous Systems, Computer Science +17

Data-Driven Distributionally Robust Electric Vehicle Balancing for Autonomous Mobility-on-Demand Systems Under Demand and Supply Uncertainties

Sihong He, Zhili Zhang, Shuo Han et al. · IEEE Transactions on Intelligent Transportation Systems · 2023 · 35 citations

Engineering, Automotive Engineering, Autonomous Systems +17

Data-driven Distributionally Robust Optimization For Vehicle Balancing of Mobility-on-Demand Systems

Fei Miao, Sihong He, Lynn Pepin et al. · ACM Transactions on Cyber-Physical Systems · 2021 · 18 citations · Full text

Public Health, Autonomous Systems, Transportation Planning +17

Enabling Retrain-free Deep Neural Network Pruning Using Surrogate Lagrangian Relaxation

Deniz Gurevin, Mikhail A. Bragin, Caiwen Ding et al. · 2021 · 14 citations · Full text

Computing, Computer Science, Computer Vision +16

Data-Driven Distributionally Robust Electric Vehicle Balancing for Mobility-on-Demand Systems under Demand and Supply Uncertainties

Sihong He, Lynn Pepin, Guang Wang et al. · 2020 · 13 citations · Full text

Natural Sciences, Automotive Engineering, Transportation Planning +17