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2026 1

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Bandit Learning in General Open Multi-agent Systems

cs.LG · 2026-05-07 · unverdicted · novelty 7.0

A unified bandit framework for general open multi-agent systems with global-UCB algorithms and regret bounds linear in entry uncertainty and dependent on system stability and agent patterns.

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  • Bandit Learning in General Open Multi-agent Systems cs.LG · 2026-05-07 · unverdicted · none · ref 50

    A unified bandit framework for general open multi-agent systems with global-UCB algorithms and regret bounds linear in entry uncertainty and dependent on system stability and agent patterns.