Sunan Zhang

Statistics

Publications

Citations

122

H-Index

Active since

2022

Affiliations

Chongqing University of Technology(Current)

Sunan Zhang is an author at Chongqing University of Technology specializing in computer science, energy management strategies, and deep reinforcement learning.

ORCID

Publications per year

2022–2024

Publications

A Data-Driven Solution for Energy Management Strategy of Hybrid Electric Vehicles Based on Uncertainty-Aware Model-Based Offline Reinforcement Learning

Bo Hu, Yang Xiao, Sunan Zhang et al. · IEEE Transactions on Industrial Informatics · 2022 · 40 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

A Hybrid Algorithm Combining Data-Driven and Simulation-Based Reinforcement Learning Approaches to Energy Management of Hybrid Electric Vehicles

Bo Hu, Sunan Zhang, Bocheng Liu · IEEE Transactions on Transportation Electrification · 2023 · 29 citations

Engineering, Automotive Engineering, Computer Science +17

Integration of Planning and Deep Reinforcement Learning in Speed and Lane Change Decision-Making for Highway Autonomous Driving

Sunan Zhang, Weichao Zhuang, Bingbing Li et al. · IEEE Transactions on Transportation Electrification · 2024 · 22 citations

Computing, Autonomous Systems, Computer Science +15

A Data-Driven Reinforcement Learning Based Energy Management Strategy via Bridging Offline Initialization and Online Fine-Tuning for a Hybrid Electric Vehicle

Bo Hu, Bocheng Liu, Sunan Zhang · IEEE Transactions on Industrial Electronics · 2024 · 18 citations

Engineering, Automotive Engineering, Electric Vehicle Engineering +11

An Explainable and Robust Motion Planning and Control Approach for Autonomous Vehicle On-Ramping Merging Task Using Deep Reinforcement Learning

Bo Hu, Lei Jiang, Sunan Zhang et al. · IEEE Transactions on Transportation Electrification · 2023 · 13 citations

Computing, Autonomous Systems, Computer Science +16

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