best arm identification

Improving the Expected Improvement Algorithm NeurIPS 2017 Monte-Carlo Tree Search by Best Arm Identification NeurIPS 2017 Nearly Optimal Sampling Algorithms for Combinatorial Pure Exploration COLT 2017 Structured Best Arm Identification with Fixed Confidence ALT 2017 Towards Instance Optimal Bounds for Best Arm Identification COLT 2017 Adaptive Concentration Inequalities for Sequential Decision Problems NeurIPS 2016 Non-stochastic Best Arm Identification and Hyperparameter Optimization AISTATS 2016 On the Complexity of Best-Arm Identification in Multi-Armed Bandit Models JMLR 2016 Open Problem: Best Arm Identification: Almost Instance-Wise Optimality and the Gap Entropy Conjecture COLT 2016 Optimal Best Arm Identification with Fixed Confidence COLT 2016 Simple Bayesian Algorithms for Best Arm Identification COLT 2016 Tight (Lower) Bounds for the Fixed Budget Best Arm Identification Bandit Problem COLT 2016 Verification Based Solution for Structured MAB Problems NeurIPS 2016 On Identifying Good Options under Combinatorially Structured Feedback in Finite Noisy Environments ICML 2015 Best-Arm Identification in Linear Bandits NeurIPS 2014 Combinatorial Pure Exploration of Multi-Armed Bandits NeurIPS 2014 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 NeurIPS 2012 Multi-Bandit Best Arm Identification NeurIPS 2011