25 citations · 33 across the 14 of their papers we have counts for
3 papers · 1 filter
Consistent inverse optimal control for discrete-time nonlinear stochastic systems
Ziliang Wang, Han Zhang, Axel Ringh
Inverse Optimal Control (IOC) seeks to recover an unknown cost from expert demonstrations, and it provides a systematic way of modeling experts' decision mechanisms while consideri…
A convex approach for Markov chain estimation from aggregate data via inverse optimal transport
Michele Mascherpa, Axel Ringh, Amirhossein Taghvaei +1
We address the problem of identifying the dynamical law governing the evolution of a population of indistinguishable particles, when only aggregate distributions at successive time…
Fast computation of the TGOSPA metric for multiple target tracking via unbalanced optimal transport
Viktor Nevelius Wernholm, Alfred Wärnsäter, Axel Ringh
In multiple target tracking, it is important to be able to evaluate the performance of different tracking algorithms. The trajectory generalized optimal sub-pattern assignment metr…