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

Online Learning in Markov Decision Processes with Adversarially Chosen Transition Probability Distributions NIPS 2013
Adaptive Submodular Maximization in Bandit Setting NIPS 2013
Multiple Identifications in Multi-Armed Bandits ICML 2013
From Bandits to Experts: A Tale of Domination and Independence NIPS 2013
Forgetful Bayes and myopic planning: Human learning and decision-making in a bandit setting NIPS 2013
Open Problem: Adversarial Multiarmed Bandits with Limited Advice COLT 2013
Adaptive Crowdsourcing Algorithms for the Bandit Survey Problem COLT 2013
Opportunistic Strategies for Generalized No-Regret Problems COLT 2013
The price of bandit information in multiclass online classification COLT 2013
Online Learning with Switching Costs and Other Adaptive Adversaries NIPS 2013
Gossip-based distributed stochastic bandit algorithms ICML 2013
Beating Bandits in Gradually Evolving Worlds COLT 2013
Information Complexity in Bandit Subset Selection COLT 2013
Further Optimal Regret Bounds for Thompson Sampling AISTATS 2013
Thompson Sampling in Switching Environments with Bayesian Online Change Detection AISTATS 2013
Thompson Sampling for 1-Dimensional Exponential Family Bandits NIPS 2013
Estimation Bias in Multi-Armed Bandit Algorithms for Search Advertising NIPS 2013
Ranked Bandits in Metric Spaces: Learning Diverse Rankings over Large Document Collections JMLR 2013
Bounded regret in stochastic multi-armed bandits COLT 2013
Regret Minimization for Branching Experts COLT 2013
Prior-free and prior-dependent regret bounds for Thompson Sampling NIPS 2013
Distributed Exploration in Multi-Armed Bandits NIPS 2013
A Stochastic Bandit Algorithm for Scratch Games ACML 2012
Multi-armed Bandit Problems with History AISTATS 2012
On Bayesian Upper Confidence Bounds for Bandit Problems AISTATS 2012