69 citations · 278 across the 38 of their papers we have counts for
5 papers · 1 filter
Distributed Learning Dynamics for Coalitional Games
Aya Hamed, Jeff S. Shamma
In the framework of transferable utility coalitional games, a scoring (characteristic) function determines the value of any subset/coalition of agents. Agents decide on both which…
Non-asymptotic System Identification for Linear Systems with Nonlinear Policies
Yingying Li, Tianpeng Zhang, Subhro Das +2
This paper considers a single-trajectory system identification problem for linear systems under general nonlinear and/or time-varying policies with i.i.d. random excitation noises.…
Higher-Order Uncoupled Dynamics Do Not Lead to Nash Equilibrium -- Except When They Do
Sarah A. Toonsi, Jeff S. Shamma
The framework of multi-agent learning explores the dynamics of how individual agent strategies evolve in response to the evolving strategies of other agents. Of particular interest…
Algebraic Lyapunov Functions for Homogeneous Dynamic Systems
Hassan Abdelraouf, Eric Feron, Jeff Shamma
A method for constructing homogeneous Lyapunov functions of degree 1 from polynomial invariant sets is presented for linear time varying systems, homogeneous dynamic systems and th…
Online switching control with stability and regret guarantees
Yingying Li, James A. Preiss, Na Li +3
This paper considers online switching control with a finite candidate controller pool, an unknown dynamical system, and unknown cost functions. The candidate controllers can be uns…