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cs.LG2023
Regret-Minimization Algorithms for Multi-Agent Cooperative Learning Systems
Jialin Yi
A Multi-Agent Cooperative Learning (MACL) system is an artificial intelligence (AI) system where multiple learning agents work together to complete a common task. Recent empirical…
stat.ML2023
Doubly Adversarial Federated Bandits
Jialin Yi, Milan Vojnović
We study a new non-stochastic federated multi-armed bandit problem with multiple agents collaborating via a communication network. The losses of the arms are assigned by an oblivio…