conftrace_

nonstochastic bandit

5 papers

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Co-occurring keywords · papers mentioning both

regret bound (5) multi-armed bandit (4) multi-agent system (2) expert algorithm (1) network communication (1) high probability regret (1) collision information (1) individual regret (1) collision feedback (1) loss estimation (1)

Papers

Nonstochastic Bandits and Experts with Arm-Dependent Delays AISTATS 2022 Non-Stochastic Multi-Player Multi-Armed Bandits: Optimal Rate With Collision Information, Sublinear Without COLT 2020 Individual Regret in Cooperative Nonstochastic Multi-Armed Bandits NeurIPS 2019 Delay and Cooperation in Nonstochastic Bandits COLT 2016 Explore no more: Improved high-probability regret bounds for non-stochastic bandits NeurIPS 2015