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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Adrian Redder

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Preprint Sep 2026

Distributed Stochastic Approximation Algorithms and Heavy-Tailed Age of Information

Algorithms in multi-agent systems such as federated learning, mobile robotic swarming, and consensus control can be designed and analyzed as distributed stochastic approximation algorithms. Such algorithms involve information exchanges between agents for various computations. The freshness of the information can be qua...

Adrian Redder, Arunselvan Ramaswamy, Holger Karl · 0 citations

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