A survey on distributed online optimization and online games

X Li, L Xie, N Li - Annual Reviews in Control, 2023 - Elsevier
Distributed online optimization and online games have been increasingly researched in the
last decade, mostly motivated by their wide applications in sensor networks, robotics (eg …

A novel cooperative design for USV–UAV systems: 3-D mapping guidance and adaptive fuzzy control

J Li, G Zhang, Q Shan, W Zhang - IEEE Transactions on Control …, 2022 - ieeexplore.ieee.org
This work investigates a novel cooperative design for path following of the mixed-order
underactuated surface vehicle (USV) and unmanned aerial vehicle (UAV) in the presence of …

Cooperative and competitive multi-agent systems: From optimization to games

J Wang, Y Hong, J Wang, J Xu, Y Tang… - IEEE/CAA Journal of …, 2022 - ieeexplore.ieee.org
Multi-agent systems can solve scientific issues related to complex systems that are difficult or
impossible for a single agent to solve through mutual collaboration and cooperation …

Distributed online aggregative optimization for dynamic multirobot coordination

G Carnevale, A Camisa… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This article focuses on an online version of the emerging distributed constrained
aggregative optimization framework, which is particularly suited for applications arising in …

A Tutorial on Distributed Optimization for Cooperative Robotics: from Setups and Algorithms to Toolboxes and Research Directions

A Testa, G Carnevale, G Notarstefano - arXiv preprint arXiv:2309.04257, 2023 - arxiv.org
Several interesting problems in multi-robot systems can be cast in the framework of
distributed optimization. Examples include multi-robot task allocation, vehicle routing, target …

Tracking-based distributed equilibrium seeking for aggregative games

G Carnevale, F Fabiani, F Fele… - … on Automatic Control, 2024 - ieeexplore.ieee.org
We propose fully-distributed algorithms for Nash equilibrium seeking in aggregative games
over networks. We first consider the case where local constraints are present and we design …

Regret and cumulative constraint violation analysis for distributed online constrained convex optimization

X Yi, X Li, T Yang, L Xie, T Chai… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This article considers the distributed online convex optimization problem with time-varying
constraints over a network of agents. This is a sequential decision making problem with two …

Privacy-preserving decentralized dual averaging for online optimization over directed networks

Q Lü, K Zhang, S Deng, Y Li, H Li… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In this article, we study a decentralized online constrained optimization problem with a
common constraint set, in which the main purpose is to optimize the problem over a certain …

The END: Estimation Network Design for games under partial-decision information

M Bianchi, S Grammatico - IEEE Transactions on Control of …, 2024 - ieeexplore.ieee.org
Multi-agent decision problems are typically solved via distributed iterative algorithms, where
the agents only communicate between themselves on a peerto-peer network. Each agent …

Decentralized online convex optimization in networked systems

Y Lin, J Gan, G Qu, Y Kanoria… - … on Machine Learning, 2022 - proceedings.mlr.press
We study the problem of networked online convex optimization, where each agent
individually decides on an action at every time step and agents cooperatively seek to …