conftrace_

multi-armed bandit

1098 papers

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Also known as

MAB

Co-occurring keywords

regret bound (1926) online learning (1777) stochastic optimization (1060) thompson sampling (237) upper confidence bound (197) regret minimization (315) online algorithm (445) sample complexity (1169) contextual bandit (381) best arm identification (85)

Papers

OSOM: A simultaneously optimal algorithm for multi-armed and linear contextual bandits AISTATS 2020
Stochastic Bandits with Delay-Dependent Payoffs AISTATS 2020
Old Dog Learns New Tricks: Randomized UCB for Bandit Problems AISTATS 2020
Budgeted Online Influence Maximization ICML 2020
Finite Continuum-Armed Bandits NIPS 2020
Statistical Efficiency of Thompson Sampling for Combinatorial Semi-Bandits NIPS 2020
Sub-sampling for Efficient Non-Parametric Bandit Exploration NIPS 2020
Finite-Time Analysis of Round-Robin Kullback-Leibler Upper Confidence Bounds for Optimal Adaptive Allocation with Multiple Plays and Markovian Rewards NIPS 2020
From Finite to Countable-Armed Bandits NIPS 2020
On Regret with Multiple Best Arms NIPS 2020
Inference for Batched Bandits NIPS 2020
Restless-UCB, an Efficient and Low-complexity Algorithm for Online Restless Bandits NIPS 2020
A Bandit Learning Algorithm and Applications to Auction Design NIPS 2020
Comparator-Adaptive Convex Bandits NIPS 2020
A PTAS for the Bayesian Thresholding Bandit Problem AISTATS 2020
First-Order Bayesian Regret Analysis of Thompson Sampling ALT 2020
Feedback graph regret bounds for Thompson Sampling and UCB ALT 2020
Solving Bernoulli Rank-One Bandits with Unimodal Thompson Sampling ALT 2020
A Practical Algorithm for Multiplayer Bandits when Arm Means Vary Among Players AISTATS 2020
Bandit Algorithms Based on Thompson Sampling for Bounded Reward Distributions ALT 2020
Cooperative Multi-player Bandit Optimization NIPS 2020
Achieving Fairness in the Stochastic Multi-Armed Bandit Problem AAAI 2020
Bayesian Optimization for Categorical and Category-Specific Continuous Inputs AAAI 2020
Incentivized Exploration for Multi-Armed Bandits under Reward Drift AAAI 2020
Efficient Automatic CASH via Rising Bandits AAAI 2020