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cs.LG2023
On Collaboration in Distributed Parameter Estimation with Resource Constraints
Yu-Zhen Janice Chen, Daniel S. Menasché, Don Towsley
Effective resource allocation in sensor networks, IoT systems, and distributed computing is essential for applications such as environmental monitoring, surveillance, and smart inf…
cs.LG2023★ 1 cited
On-Demand Communication for Asynchronous Multi-Agent Bandits
Yu-Zhen Janice Chen, Lin Yang, Xuchuang Wang +4
This paper studies a cooperative multi-agent multi-armed stochastic bandit problem where agents operate asynchronously -- agent pull times and rates are unknown, irregular, and het…