28 citations · 41 across the 10 of their papers we have counts for
12 papers
Epidemic Population Games And Perturbed Best Response Dynamics
Shinkyu Park, Jair Certorio, Nuno C. Martins +1
This paper proposes an approach to mitigate epidemic spread in a population of strategic agents by encouraging safer behaviors through carefully designed rewards. These rewards, wh…
Learning with Delayed Payoffs in Population Games using Kullback-Leibler Divergence Regularization
Shinkyu Park, Naomi Ehrich Leonard
We study a multi-agent decision problem in large population games. Agents from multiple populations select strategies for repeated interactions with one another. At each stage of t…
Payoff Mechanism Design for Coordination in Multi-Agent Task Allocation Games
Shinkyu Park, Julian Barreiro-Gomez
We investigate a multi-agent decision-making problem where a large population of agents is responsible for carrying out a set of assigned tasks. The amount of jobs in each task var…
Tuning Rate of Strategy Revision in Population Games
Shinkyu Park
We investigate a multi-agent decision problem in population games where each agent in a population makes a decision on strategy selection and revision to engage in repeated games w…
Proactive Opinion-Driven Robot Navigation around Human Movers
Charlotte Cathcart, María Santos, Shinkyu Park +1
We propose, analyze, and experimentally verify a new proactive approach for robot social navigation driven by the robot's "opinion" for which way and by how much to pass human move…
Tuning Cooperative Behavior in Games with Nonlinear Opinion Dynamics
Shinkyu Park, Anastasia Bizyaeva, Mari Kawakatsu +2
We examine the tuning of cooperative behavior in repeated multi-agent games using an analytically tractable, continuous-time, nonlinear model of opinion dynamics. Each modeled agen…
Analysis and control of agreement and disagreement opinion cascades
Alessio Franci, Anastasia Bizyaeva, Shinkyu Park +1
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 leverag…
Payoff Dynamics Model and Evolutionary Dynamics Model: Feedback and Convergence to Equilibria
Shinkyu Park, Nuno C. Martins, Jeff S. Shamma
This tutorial article puts forth a framework to analyze the noncooperative strategic interactions among the members of a large population of bounded rationality agents. Our approac…
Passivity and Evolutionary Game Dynamics
Shinkyu Park, Jeff S. Shamma, Nuno C. Martins
This paper investigates an energy conservation and dissipation -- passivity -- aspect of dynamic models in evolutionary game theory. We define a notion of passivity using the state…
Optimal Remote State Estimation for Self-Propelled Particle Models
Shinkyu Park, Nuno C. Martins
We investigate the design of a remote state estimation system for a self-propelled particle (SPP). Our framework consists of a sensing unit that accesses the full state of the SPP…
A Class of LTI Distributed Observers for LTI Plants: Necessary and Sufficient Conditions for Stabilizability
Shinkyu Park, Nuno C. Martins
Consider that an autonomous linear time-invariant (LTI) plant is given and that a network of LTI observers assesses its output vector. The dissemination of information within the n…
An Augmented Observer for the Distributed Estimation Problem for LTI Systems
Shinkyu Park, Nuno C. Martins
This paper studies a network of observers for a distributed estimation problem, where each observer assesses a portion of output of a given LTI system. The goal of each observer is…