10 citations · 10 across the 2 of their papers we have counts for
4 papers
A Robust Utility Learning Framework via Inverse Optimization
Ioannis C. Konstantakopoulos, Lillian J. Ratliff, Ming Jin +2
In many smart infrastructure applications flexibility in achieving sustainability goals can be gained by engaging end-users. However, these users often have heterogeneous preferenc…
On the Characterization of Local Nash Equilibria in Continuous Games
Lillian J. Ratliff, Samuel A. Burden, S. Shankar Sastry
We present a unified framework for characterizing local Nash equilibria in continuous games on either infinite-dimensional or finite-dimensional non-convex strategy spaces. We prov…
Approximation Algorithms for Optimization of Combinatorial Dynamical Systems
Insoon Yang, Samuel A. Burden, Ram Rajagopal +2
This paper considers an optimization problem for a dynamical system whose evolution depends on a collection of binary decision variables. We develop scalable approximation algorith…
Social Game for Building Energy Efficiency: Utility Learning, Simulation, and Analysis
Ioannis C. Konstantakopoulos, Lillian J. Ratliff, Ming Jin +2
We describe a social game that we designed for encouraging energy efficient behavior amongst building occupants with the aim of reducing overall energy consumption in the building.…