17 search results - page 4 / 4 » Multi-armed bandit problems with dependent arms |
COLT
2010
Springer
13 years 2 months ago
2010
Springer
We consider a bandit problem which involves sequential sampling from two populations (arms). Each arm produces a noisy reward realization which depends on an observable random cov...
TSP
2010
12 years 11 months ago
2010
We formulate and study a decentralized multi-armed bandit (MAB) problem. There are distributed players competing for independent arms. Each arm, when played, offers i.i.d. reward a...