234 citations · 640 across the 35 of their papers we have counts for
3 papers · 2 filters
Solving Ergodic Markov Decision Processes and Perfect Information Zero-sum Stochastic Games by Variance Reduced Deflated Value Iteration
Marianne Akian, Stéphane Gaubert, Zheng Qu +1
Recently, Sidford, Wang, Wu and Ye (2018) developed an algorithm combining variance reduction techniques with value iteration to solve discounted Markov decision processes. This al…
A Privacy-preserving Method to Optimize Distributed Resource Allocation
Olivier Beaude, Pascal Benchimol, Stéphane Gaubert +2
We consider a resource allocation problem involving a large number of agents with individual constraints subject to privacy, and a central operator whose objective is to optimize a…
A bilevel optimization model for load balancing in mobile networks through price incentives
Marianne Akian, Mustapha Bouhtou, Jean Bernard Eytard +1
We propose a model of incentives for data pricing in large mobile networks, in which an operator wishes to balance the number of connections (active users) of different classes of…