conftrace_

best arm identification

85 papers

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Also known as

BAI

Co-occurring keywords

multi-armed bandit (1098) sample complexity (1169) regret minimization (315) bandit algorithm (108) sequential decision making (215) stochastic optimization (1060) regret bound (1926) linear bandit (124) pac learning (283) thompson sampling (237)

Papers

Open Problem: Best Arm Identification: Almost Instance-Wise Optimality and the Gap Entropy Conjecture COLT 2016
Simple Bayesian Algorithms for Best Arm Identification COLT 2016
Adaptive Concentration Inequalities for Sequential Decision Problems NIPS 2016
Verification Based Solution for Structured MAB Problems NIPS 2016
Tight (Lower) Bounds for the Fixed Budget Best Arm Identification Bandit Problem COLT 2016
lil’ UCB : An Optimal Exploration Algorithm for Multi-Armed Bandits COLT 2014
Almost Optimal Exploration in Multi-Armed Bandits ICML 2013
Multiple Identifications in Multi-Armed Bandits ICML 2013
Best Arm Identification: A Unified Approach to Fixed Budget and Fixed Confidence NIPS 2012
Multi-Bandit Best Arm Identification NIPS 2011