Scholar
Argyrios Gerogiannis
Google Scholar ID: 4xJ6meUAAAAJ
Graduate Student, UIUC
Reinforcement Learning
Machine Learning
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Citations & Impact
All-time
Citations
5
H-index
1
i10-index
0
Publications
5
Co-authors
4
list available
Contact
Email
argyrger@gmail.com
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Publications
3 items
Learning Where to Look: UCB-Driven Controlled Sensing for Quickest Change Detection
2026
Cited
0
Detection Is All You Need: A Feasible Optimal Prior-Free Black-Box Approach For Piecewise Stationary Bandits
2025
Cited
0
Change Detection-Based Procedures for Piecewise Stationary MABs: A Modular Approach
2025
Cited
0
Resume (English only)
Academic Achievements
Paper: 'DAL: A Practical Prior-Free Black-Box Framework for Non-Stationary Bandits' (Under Submission)
Paper: 'Detection Augmented Bandit Procedures for Piecewise Stationary MABs: A Modular Approach' (Under Submission)
Paper: 'Is Prior-Free Black-Box Non-Stationary Reinforcement Learning Feasible?' accepted at AISTATS 2025
Paper: 'Track-MDP: Reinforcement Learning for Target Tracking with Controlled Sensing' accepted at ICASSP 2025
Paper: 'Track-MDP++: RL for Target Tracking with General Controlled Sensing Models' accepted at MILCOM 2025, WS09 (to appear soon)
Co-authors
4 total
Venugopal V. Veeravalli
Henry Magnuski Professor, ECE, University of Illinois at Urbana-Champaign
Yu-Han Huang
University of Illinois, Urbana-Champaign
Subhonmesh Bose
University of Illinois Urbana-Champaign
Co-author 4
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