Learning to Route Efficiently with End-to-End Feedback: The Value of Networked Structure

24 Oct 2018Ruihao ZhuEytan Modiano

We introduce efficient algorithms which achieve nearly optimal regrets for the problem of stochastic online shortest path routing with end-to-end feedback. The setting is a natural application of the combinatorial stochastic bandits problem, a special case of the linear stochastic bandits problem... (read more)

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