Distinguished Symposium in Computer Science – Calendar of Events

Distinguished Symposium in Computer Science


Monday, November 8 at 10:00 a.m.

To 11:00

IT building, CS 209

500 W. 15th St., Rolla, MO 65409

CS Distinguished Colloquium

Monday, November 8, 2021 at 10 a.m. CST

umsystem.zoom.us/j/91549819586 (Access code: 1234)

Nonlinear opinion dynamics for decision making in multi-agent interactions

Naomi Ehrich Leonard

Professor Edwin S. Wilsey

Mechanical and aerospace engineering

Princeton University

Abstract:

I will discuss a recently proposed opinion dynamics model and its use in decision making for cooperative and strategic multi-agent interactions. The model describes the continuous-time opinion dynamics for an arbitrary number of agents who communicate over a network and form real-value opinions on an arbitrary number of options about which they can receive gains or contributions from the network. ‘environment. Many models in the literature update the opinions of agents using a weighted average of the opinions of their neighbors. Rather, this model applies a sigmoid saturation function to the exchange of opinions, which provides a naturally smooth limit on the influence of neighbors. It also makes the update fundamentally non-linear: opinions form through bifurcation producing multistable agreement and disagreement, adjustable sensitivity to inputs, flexible transition between opinion models and opinion cascades. I will show how to apply opinion dynamics to the design of efficient dynamic allocations of multi-agent tasks and as a reinforcement learning model in multi-agent finite games.

This is a joint work with Anastasia Bizyaeva, Alessio Franci and Shinkyu Park and based on articles arxiv.org/abs/2009.04332, link.springer.com/article/10.1007%2Fs11721-021-00190-w, and arxiv.org/abs/2108.00966

Biography:

Dr. Naomi Ehrich Leonard is Edwin S. Wilsey Professor of Mechanical and Aerospace Engineering and Associate Professor of Applied and Computational Mathematics at Princeton University. She is also director of Princeton’s Council on Science and Technology and editor of the Annual Review of Control, Robotics, and Autonomous Systems. She received her BSE in Mechanical Engineering from Princeton University and her PhD in Electrical Engineering from the University of Maryland. She is a MacArthur Fellow, Elected Fellow of the American Academy of Arts and Sciences, and a Fellow of SIAM, IEEE, IFAC, and ASME. His current research focuses on the dynamics and control of multi-agent systems on networks with applications to distributed decision-making, diffusion processes, multi-robot teams and collective behavior.

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