Analysis and control of agreement and disagreement opinion cascades

A Franci, A Bizyaeva, S Park, NE Leonard - Swarm Intelligence, 2021 - Springer
We introduce and analyze a continuous time and state-space model of opinion cascades on
networks of large numbers of agents that form opinions about two or more options. By …

A competence framework for artificial intelligence research

L Miracchi - Philosophical Psychology, 2019 - Taylor & Francis
While over the last few decades AI research has largely focused on building tools and
applications, recent technological developments have prompted a resurgence of interest in …

Multi-modal swarm coordination via hopf bifurcations

K Baxevani, HG Tanner - Journal of Intelligent & Robotic Systems, 2023 - Springer
This paper outlines a methodology for the construction of vector fields that can enable a
multi-robot system moving on the plane to generate multiple dynamical behaviors by …

Multi-behavioral multi-robot systems driven by motivation dynamics

K Baxevani, HG Tanner - 2023 American Control Conference …, 2023 - ieeexplore.ieee.org
This paper outlines a methodology for constructing multiple dynamical behaviors for a multi-
agent system within the motivation dynamics theoretical framework. Recent work introduced …

Motivation dynamics for autonomous composition of navigation tasks

PB Reverdy, V Vasilopoulos… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In this article, we physically demonstrate a reactive sensorimotor architecture for mobile
robots whose behaviors are generated by motivation dynamics. Motivation dynamics uses a …

Bifurcating vector fields driven by time-scale separated motivational dynamics

K Baxevani, HG Tanner - IFAC-PapersOnLine, 2023 - Elsevier
Dynamical systems can be designed to exhibit a range of distinct behaviors, which all arise
from the same set of continuous dynamics when the latter bifurcates, triggered by a switch in …

On mean field games for agents with langevin dynamics

K Bakshi, P Grover… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Mean field games (MFG) have emerged as a viable tool in the analysis of large-scale self-
organizing networked systems. In particular, MFGs provide a game-theoretic optimal control …

Constructing continuous multi-behavioral planar systems through motivation dynamics and bifurcations

K Baxevani, HG Tanner - 2021 60th IEEE Conference on …, 2021 - ieeexplore.ieee.org
This paper offers new analytical conditions on the system parameters of a particular class of
planar dynamical systems which would allow them to undergo a Hopf bifurcation. These …

A route to limit cycles via unfolding the pitchfork with feedback

PB Reverdy - 2019 American Control Conference (ACC), 2019 - ieeexplore.ieee.org
Motivated by the problem of developing a system that can switch between low-level control
vector fields, we study the feedback interconnection of a decision mechanism based on the …

Drive-based motivation for coordination of limit cycle behaviors

C Thompson, P Reverdy - 2019 IEEE 58th Conference on …, 2019 - ieeexplore.ieee.org
Constructing autonomous systems capable of high-level behaviors often involves reducing
these behaviors to a collection of low-level tasks. This requires developing a method for …