39 citations · 110 across the 21 of their papers we have counts for
23 papers
Assessing the Quality of a Set of Basis Functions for Inverse Optimal Control via Projection onto Global Minimizers
Filip Bečanović, Jared Miller, Vincent Bonnet +2
Inverse optimization (Inverse optimal control) is the task of imputing a cost function such that given test points (trajectories) are (nearly) optimal with respect to the discovere…
Data-Driven Superstabilizing Control under Quadratically-Bounded Errors-in-Variables Noise
Jared Miller, Tianyu Dai, Mario Sznaier
The Error-in-Variables model of system identification/control involves nontrivial input and measurement corruption of observed data, resulting in generically nonconvex optimization…
Unsafe Probabilities and Risk Contours for Stochastic Processes using Convex Optimization
Jared Miller, Matteo Tacchi, Didier Henrion +1
This paper proposes an algorithm to calculate the maximal probability of unsafety with respect to trajectories of a stochastic process and a hazard set. The unsafe probability esti…
Data-Driven Superstabilization of Linear Systems under Quantization
Jared Miller, Jian Zheng, Mario Sznaier +1
This paper focuses on the stabilization and regulation of linear systems affected by quantization in state-transition data and actuated input. The observed data are composed of tup…
Peak Estimation of Time Delay Systems using Occupation Measures
Jared Miller, Milan Korda, Victor Magron +1
This work proposes a method to compute the maximum value obtained by a state function along trajectories of a Delay Differential Equation (DDE). An example of this task is finding…
Data-Driven Control of Positive Linear Systems using Linear Programming
Jared Miller, Tianyu Dai, Mario Sznaier +1
This paper presents a linear-programming based algorithm to perform data-driven stabilizing control of linear positive systems. A set of state-input-transition observations is coll…