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09/08/2022
A Survey on Large-Population Systems and Scalable Multi-Agent Reinforcement Learning
The analysis and control of large-population systems is of great interes...
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09/08/2022
Optimal Offloading Strategies for Edge-Computing via Mean-Field Games and Control
The optimal offloading of tasks in heterogeneous edge-computing scenario...
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08/29/2022
Decentralized Coordination in Partially Observable Queueing Networks
We consider communication in a fully cooperative multi-agent system, whe...
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08/09/2022
Learning Mean-Field Control for Delayed Information Load Balancing in Large Queuing Systems
Recent years have seen a great increase in the capacity and parallel pro...
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02/02/2022
Dynamic Time Slot Allocation Algorithm for Quadcopter Swarms
A swarm of quadcopters can perform cooperative tasks, such as monitoring...
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09/17/2021
Scheduling in Parallel Finite Buffer Systems: Optimal Decisions under Delayed Feedback
Scheduling decisions in parallel queuing systems arise as a fundamental ...
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04/30/2021