Shengbo Eben Li

Ecological Consulting (Czechia) — Czech Republic

Engineering · Physical Sciences

71h-index19.6kcitations557works2.82yr avg
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Research Topics

Traffic control and management(139), Autonomous Vehicle Technology and Safety(124), Reinforcement Learning in Robotics(79), Vehicle Dynamics and Control Systems(49), Vehicle emissions and performance(44)

Publications556 total

Machine Learning Combining with Ultra‐High Performance Liquid Chromatography‐Time‐of‐Flight Mass Spectrometry and Gas Chromatography‐Ion Mobility Chromatography Data Fusion for Geographical Origins Discrimination of <i>Lonicerae japonicae</i> Flos
Journal of Separation Science·2026
Exchange Policy Optimization Algorithm for Semi-Infinite Safe Reinforcement Learning
arXiv (Cornell University)·2025Open Access
Mind Your Entropy: From Maximum Entropy to Trajectory Entropy-Constrained RL
arXiv (Cornell University)·2025Open Access
Influence of wire bowing during diamond wire sawing on the surface roughness of crystal wafers
Engineering Research Express·2025
Multi-Scale Reinforcement Learning of Dynamic Energy Controller for Connected Electrified Vehicles
IEEE Transactions on Intelligent Transportation Systems·2025· 1 cited
Transferable Latent-To-Latent Locomotion Policy for Efficient and Versatile Motion Control of Diverse Legged Robots
2025
Vision-Driven 2D Supervised Fine-Tuning Framework for Bird’s Eye View Perception
2025
Semantic-Guided Illumination-Aware Deformable Transformer for RGB-T Object Detection
IEEE Robotics and Automation Letters·2025
Evolution path of multimodal collaborative optimization and training techniques for end-to-end autonomous driving systems
Scientia Sinica Technologica·2025Open Access
Bicriteria Policy Optimization for High-Accuracy Reinforcement Learning
IEEE Transactions on Neural Networks and Learning Systems·2025
Chain-of-Thought Guided Multimodal Large Language Models for Scene-Aware Accident Anticipation in Autonomous Driving
IEEE Transactions on Intelligent Transportation Systems·2025
A microcrack evolution-based fatigue damage model for assessment of laser-arc hybrid welded joints in TC4 titanium alloy
International Journal of Fatigue·2025
Research on disassembly technology of aero-engine rotor interference fit based on induction heating
Journal of Physics Conference Series·2025Open Access
Scalable Synthesis of Formally Verified Neural Value Function for Hamilton-Jacobi Reachability Analysis
Journal of Artificial Intelligence Research·2025· 4 citedOpen Access
Algorithm Design and Comparative Test of Natural Gradient Gaussian Approximation Filter
arXiv (Cornell University)·2025Open Access
Boosting Exploration in Reinforcement Learning for Sparse Reward Tasks
2025
Canonical Form of Datatic Description in Control Systems
2025· 2 cited
Air-ground collaborative multi-source orbital integrated detection system: Combining 3D imaging and intrusion recognition
PLoS ONE·2025Open Access
Jump-Start Reinforcement Learning with Self-Evolving Priors for Extreme Monopedal Locomotion
arXiv (Cornell University)·2025Open Access
Design and Experimental Test of Datatic Approximate Optimal Filter in Nonlinear Dynamic Systems
2025
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Frequent Co-authors

Keqiang Li(21), Jianqiang Wang(13), Yang Zheng(10), Xiao Hu(9), Bo Cheng(9), Huei Peng(8), Yougang Bian(6), Feng Gao(5), Dongpu Cao(4), Guofa Li(4), Le Yi Wang(4), Hongwei Zhang(3), Wei Ren(3), Qi Sun(3), Baojin Wang(3), Henry X. Liu(2), Shen Li(2), Biao Xu(2), Xuegang Ban(2), Jingliang Duan(2)