Collaborative Best Arm Identification in Multi-armed Bandits
Author:
Affiliation:
1. IIT Madras,Dept. of Electrical Engineering
2. IIT Madras,Dept. of Aerospace Engineering
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9668311/9667790/09668527.pdf?arnumber=9668527
Reference26 articles.
1. Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problems
2. Bandit Algorithms
3. The sample complexity of exploration in the multi-armed bandit problem;mannor;J Mach Learn Res,2004
4. Action elimination and stopping conditions for the multi-armed bandit and reinforcement learning problems;even-dar;Journal of Machine Learning Research,2006
5. Best Arm Identification in Multi-Armed Bandits;audibert;COLT,2010
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