A survey on applications of model-free strategy learning in cognitive wireless networks

W Wang, A Kwasinski, D Niyato… - … Surveys & Tutorials, 2016 - ieeexplore.ieee.org
The framework of cognitive wireless networks is expected to endow the wireless devices
with the cognition-intelligence ability with which they can efficiently learn and respond to the …

A comprehensive survey of potential game approaches to wireless networks

K Yamamoto - IEICE Transactions on Communications, 2015 - search.ieice.org
Potential games form a class of non-cooperative games where the convergent of unilateral
improvement dynamics is guaranteed in many practical cases. The potential game approach …

On the characterization of local Nash equilibria in continuous games

LJ Ratliff, SA Burden, SS Sastry - IEEE transactions on …, 2016 - ieeexplore.ieee.org
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 provide …

Flows and decompositions of games: Harmonic and potential games

O Candogan, I Menache, A Ozdaglar… - Mathematics of …, 2011 - pubsonline.informs.org
In this paper we introduce a novel flow representation for finite games in strategic form. This
representation allows us to develop a canonical direct sum decomposition of an arbitrary …

[图书][B] Distributed strategic learning for wireless engineers

H Tembine - 2018 - taylorfrancis.com
Although valued for its ability to allow teams to collaborate and foster coalitional behaviors
among the participants, game theory's application to networking systems is not without …

On potential equations of finite games

X Liu, J Zhu - Automatica, 2016 - Elsevier
In this paper, some new criteria for detecting whether a finite game is potential are proposed
by solving potential equations. The verification equations with the minimal number for …

Zeroth-order feedback optimization for cooperative multi-agent systems

Y Tang, Z Ren, N Li - Automatica, 2023 - Elsevier
We study a class of cooperative multi-agent optimization problems, where each agent is
associated with a local action vector and a local cost, and the goal is to cooperatively find …

Potential ilqr: A potential-minimizing controller for planning multi-agent interactive trajectories

T Kavuncu, A Yaraneri, N Mehr - arXiv preprint arXiv:2107.04926, 2021 - arxiv.org
Many robotic applications involve interactions between multiple agents where an agent's
decisions affect the behavior of other agents. Such behaviors can be captured by the …

Atomic congestion games on graphs and their applications in networking

C Tekin, M Liu, R Southwell, J Huang… - … /ACM Transactions on …, 2012 - ieeexplore.ieee.org
In this paper, we introduce and analyze the properties of a class of games, the atomic
congestion games on graphs (ACGGs), which is a generalization of the classical congestion …

Dynamics in near-potential games

O Candogan, A Ozdaglar, PA Parrilo - Games and Economic Behavior, 2013 - Elsevier
We consider discrete-time learning dynamics in finite strategic form games, and show that
games that are close to a potential game inherit many of the dynamical properties of …