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stochastic multi-armed bandit

6 papers

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Co-occurring keywords · papers mentioning both

regret bound (5) instance-dependent lower bound (2) upper confidence bound (2) multi-armed bandit (2) ucb algorithm (2) robust mean estimator (1) structural constraint (1) linear stochastic bandit (1) batch complexity (1) p-mean welfare (1)

Papers

p-Mean Regret for Stochastic Bandits AAAI 2025 The Batch Complexity of Bandit Pure Exploration ICML 2025 Exploration Through Reward Biasing: Reward-Biased Maximum Likelihood Estimation for Stochastic Multi-Armed Bandits ICML 2020 Structure Adaptive Algorithms for Stochastic Bandits ICML 2020 What You See May Not Be What You Get: UCB Bandit Algorithms Robust to ε-Contamination UAI 2020 Improved Algorithms for Linear Stochastic Bandits NeurIPS 2011