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cs.SI2025
Human-in-the-loop Learning Through Decentralized Communication Mechanisms
Yiting Hu, Lingjie Duan
Information sharing platforms like TripAdvisor and Waze involve human agents as both information producers and consumers. All these platforms operate in a centralized way to collec…
cs.LG2025
Truthful mechanisms for linear bandit games with private contexts
Yiting Hu, Lingjie Duan
The contextual bandit problem, where agents arrive sequentially with personal contexts and the system adapts its arm allocation decisions accordingly, has recently garnered increas…