Hanxuan Dong

A Deep Reinforcement Learning-Based Energy Management Framework With Lagrangian Relaxation for Plug-In Hybrid Electric Vehicle

Hailong Zhang, Jiankun Peng, Huachun Tan et al. · IEEE Transactions on Transportation Electrification · 2020 · 90 citations

Engineering, Automotive Engineering, Autonomous Systems +17

Hierarchical reinforcement learning based energy management strategy of plug-in hybrid electric vehicle for ecological car-following process

Hailong Zhang, Jiankun Peng, Hanxuan Dong et al. · Applied Energy · 2023 · 62 citations

Engineering, Automotive Engineering, Environmental Engineering +17

Integrated Velocity Optimization and Energy Management Strategy for Hybrid Electric Vehicle Platoon: A Multiagent Reinforcement Learning Approach

Hailong Zhang, Jiankun Peng, Hanxuan Dong et al. · IEEE Transactions on Transportation Electrification · 2023 · 30 citations

Engineering, Automotive Engineering, Autonomous Systems +17

Tackling SOC long-term dynamic for energy management of hybrid electric buses via adaptive policy optimization

Hailong Zhang, Jiankun Peng, Huachun Tan et al. · Applied Energy · 2020 · 24 citations

Engineering, Systems Engineering, Energy Management +16

Understanding and Modeling Urban Mobility Dynamics via Disentangled Representation Learning

Hailong Zhang, Yuankai Wu, Huachun Tan et al. · IEEE Transactions on Intelligent Transportation Systems · 2020 · 20 citations

Computing, Data Science, Machine Learning +16