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07/12/2023
On Collaboration in Distributed Parameter Estimation with Resource Constraints
We study sensor/agent data collection and collaboration policies for par...
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02/15/2023
On-Demand Communication for Asynchronous Multi-Agent Bandits
This paper studies a cooperative multi-agent multi-armed stochastic band...
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05/31/2022
To Collaborate or Not in Distributed Statistical Estimation with Resource Constraints?
We study how the amount of correlation between observations collected by...
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01/23/2022
Distributed Bandits with Heterogeneous Agents
This paper tackles a multi-agent bandit setting where M agents cooperate...
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10/07/2018