24 citations · 34 across the 7 of their papers we have counts for
4 papers · 1 filter
Density control of interacting agent systems
Yongxin Chen
We consider the problem of controlling the group behavior of a large number of dynamic systems that are constantly interacting with each other. These systems are assumed to have id…
Multi-marginal optimal transport and probabilistic graphical models
Isabel Haasler, Rahul Singh, Qinsheng Zhang +2
We study multi-marginal optimal transport problems from a probabilistic graphical model perspective. We point out an elegant connection between the two when the underlying cost for…
Regularized transport between singular covariance matrices
Valentina Ciccone, Yongxin Chen, Tryphon T. Georgiou +1
We consider the problem of steering a linear stochastic system between two end-point degenerate Gaussian distributions in finite time. This accounts for those situations in which s…
Relaxed Schroedinger bridges and robust network routing
Yongxin Chen, Tryphon Georgiou, Michele Pavon +1
We consider network routing under random link failures with a desired final distribution. We provide a mathematical formulation of a relaxed transport problem where the final distr…