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Artifacts
Doctoral dissertation
X. Chen, Time-critical decisions with real-time information extraction, Doctoral dissertation, University of Pennsylvania, 2023.
Visual Demonstrations
- Termination-Resilient Random-Walk Learning under Pac-Man Attacks
Animation illustrating how random walks propagate model updates over a decentralized network and how termination-resilient mechanisms recover from adversarial walk losses.
[Video] [Paper 1] [Paper 2]
Technical Reports
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X. Chen, N. NaderiAlizadeh, A. Ribeiro, and S. Saeedi Bidokhti, Transferable Graphical MARL for Real-Time Estimation in Dynamic Wireless Networks, arXiv:2404.03227, 2024. [Conference Paper]
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