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

Fighting Boredom in Recommender Systems with Linear Reinforcement Learning NIPS 2018
Learning to Coordinate with Coordination Graphs in Repeated Single-Stage Multi-Agent Decision Problems ICML 2018
A General Approach to Multi-Armed Bandits Under Risk Criteria COLT 2018
Online learning over a finite action set with limited switching COLT 2018
Efficient nonmyopic batch active search NIPS 2018
Adaptation to Easy Data in Prediction with Limited Advice NIPS 2018
Online Regression with Partial Information: Generalization and Linear Projection AISTATS 2018
Pure Exploration in Infinitely-Armed Bandit Models with Fixed-Confidence ALT 2018
Sparsity, variance and curvature in multi-armed bandits ALT 2018
Bandit Regret Scaling with the Effective Loss Range ALT 2018
Corrupt Bandits for Preserving Local Privacy ALT 2018
Instrument-Armed Bandits ALT 2018
The K-Nearest Neighbour UCB Algorithm for Multi-Armed Bandits with Covariates ALT 2018
Profitable Bandits ACML 2018
Best arm identification in multi-armed bandits with delayed feedback AISTATS 2018
Regional Multi-Armed Bandits AISTATS 2018
Firing Bandits: Optimizing Crowdfunding ICML 2018
Medoids in Almost-Linear Time via Multi-Armed Bandits AISTATS 2018
Adaptive Exploration-Exploitation Tradeoff for Opportunistic Bandits ICML 2018
Stochastic Multi-armed Bandits in Constant Space AISTATS 2018
Practical Contextual Bandits with Regression Oracles ICML 2018
Combinatorial Semi-Bandits with Knapsacks AISTATS 2018
Active Discriminative Network Representation Learning IJCAI 2018
UCBoost: A Boosting Approach to Tame Complexity and Optimality for Stochastic Bandits IJCAI 2018
Contextual Combinatorial Multi-armed Bandits with Volatile Arms and Submodular Reward NIPS 2018