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The workshop discusses mathematical and computational methods, techniques and models for P2P network optimisation (as well as applicative scenarios) using inspirations from nature. Nowadays highly dyn...
Combinatorial Network Optimization with Unknown Variables: Multi-Armed Bandits with Linear Rewards
Network Optimization Unknown Variables
2010/11/24
In the classic multi-armed bandits problem, the goal is to have a policy for dynamically operating arms that each yield stochastic rewards with unknown means. The key metric of interest is regret, de...