78 citations · 333 across the 57 of their papers we have counts for
5 papers · 1 filter
Distribution-Free Guarantees for Systems with Decision-Dependent Noise
Heling Zhang, Lillian J. Ratliff, Roy Dong
In many real-world dynamical systems, obtaining precise models of system uncertainty remains a challenge. It may be difficult to estimate noise distributions or robustness bounds,…
Global Convergence of Policy Gradient for Sequential Zero-Sum Linear Quadratic Dynamic Games
Jingjing Bu, Lillian J. Ratliff, Mehran Mesbahi
We propose projection-free sequential algorithms for linear-quadratic dynamics games. These policy gradient based algorithms are akin to Stackelberg leadership model and can be ext…
To Observe or Not to Observe: Queuing Game Framework for Urban Parking
Lillian J. Ratliff, Chase Dowling, Eric Mazumdar +1
We model parking in urban centers as a set of parallel queues and overlay a game theoretic structure that allows us to compare the user-selected (Nash) equilibrium to the socially…
Blind Identification via Lifting
Henrik Ohlsson, Lillian J. Ratliff, Roy Dong +1
Blind system identification is known to be an ill-posed problem and without further assumptions, no unique solution is at hand. In this contribution, we are concerned with the task…
Blind Identification of ARX Models with Piecewise Constant Inputs
Henrik Ohlsson, Lillian Ratliff, Roy Dong +1
Blind system identification is known to be a hard ill-posed problem and without further assumptions, no unique solution is at hand. In this contribution, we are concerned with the…