Ran Yu
Scholar

Ran Yu

Google Scholar ID: -0INJTsAAAAJ
GESIS – Leibniz Institute for the Social Sciences
knowledge graphsearch as learninginformation retrievalspatial-temporal data analysis
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Citations & Impact
All-time
Citations
685
 
H-index
11
 
i10-index
11
 
Publications
20
 
Co-authors
31
list available
Contact
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Publications
9 items
Expert Knowledge-driven Reinforcement Learning for Autonomous Racing via Trajectory Guidance and Dynamics Constraints
2026
Cited
0
ECHO: An Open Research Platform for Evaluation of Chat, Human Behavior, and Outcomes
2026
Cited
0
A Research Vision for Web Search on Emerging Topics
2025
Cited
0
Multi-Timescale Hierarchical Reinforcement Learning for Unified Behavior and Control of Autonomous Driving
2025
Cited
0
Uncertainty-Aware Safety-Critical Decision and Control for Autonomous Vehicles at Unsignalized Intersections
2025
Cited
0
HCRMP: A LLM-Hinted Contextual Reinforcement Learning Framework for Autonomous Driving
2025
Cited
0
A Survey of Reinforcement Learning-Based Motion Planning for Autonomous Driving: Lessons Learned from a Driving Task Perspective
2025
Cited
0
Risk-Aware Reinforcement Learning for Autonomous Driving: Improving Safety When Driving through Intersection
2025
Cited
0
Resume (English only)
Co-authors
31 total
Stefan Dietze
Stefan Dietze
Full Professor (Heinrich-Heine-University Düsseldorf) & Scientific Director (KTS, GESIS)
Ujwal Gadiraju
Ujwal Gadiraju
Associate Professor, Delft University of Technology
Co-author 3
Co-author 3
Anett Hoppe
Anett Hoppe
RG "Multimodal Modelling & Machine Learning" Marburg University & Hessian Center for AI (hessian.AI)
Co-author 5
Co-author 5
Co-author 6
Co-author 6
Ralph Ewerth
Ralph Ewerth
Professor, University of Marburg, hessian.AI, TIB Hannover, L3S
Co-author 8
Co-author 8