193 citations · 416 across the 36 of their papers we have counts for
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Optimal Control of Dynamic Bipartite Matching Models
Arnaud Cadas, Ana Bušić, Josu Doncel
A dynamic bipartite matching model is given by a bipartite matching graph which determines the possible matchings between the various types of supply and demand items. Both supply…
Optimal Matrix Momentum Stochastic Approximation and Applications to Q-learning
Adithya M. Devraj, Ana Bušić, Sean Meyn
Acceleration is an increasingly common theme in the stochastic optimization literature. The two most common examples are Nesterov's method, and Polyak's momentum technique. In this…
Action-Constrained Markov Decision Processes With Kullback-Leibler Cost
Ana Bušić, Sean Meyn
This paper concerns computation of optimal policies in which the one-step reward function contains a cost term that models Kullback-Leibler divergence with respect to nominal dynam…
Loynes construction for the extended bipartite matching
Pascal Moyal, Ana Busic, Jean Mairesse
We propose an explicit construction of the stationary state of Extended Bipartite Matching (EBM) models, as defined in (Busic et. al., 2013). We use a Loynes-type backwards scheme…