22 citations · 60 across the 14 of their papers we have counts for
3 papers · 1 filter
On the relationship between imitative logit dynamics in the population game theory and mirror descent method in the online optimization using the example of the Shortest Path Problem
Alexander Gasnikov, Anastasia Lagunovskaya, Larisa Morozova
In this paper we describe how imitative logit dynamic (rather popular in population games theory) can be interpreted in terms of mirror descent method (well known in convex optimiz…
Nonlinear stochastic multiarmed bandit problems with inexact oracle
Alexander Gasnikov, Ekaterina Krymova, Anastasia Lagunovskaya +2
In the paper we consider one point and two point multiarmed bamdit problems. In other words we consider the online stochastic convex optimization problems with oracle that return t…
Analysis of tariff policy of a railway cargo transportation
Alexander Shananin, Michael Vaschenko, Alexander Gasnikov +2
We describe a competetive equillibrium in a railway cargo transportation model. We reduce the problem of finding this equillibrium to the solution of to mutually dual convex optimi…