Distributed Online Optimization and Game Theory
Buch in deiner Nähe kaufen
Beschreibung
With the advent of embodied intelligence, big data, privacy preservation, and dynamic environments, etc., distributed real-time decision-making over multi-agent networks has become more and more important in many research communities, such as computer science, systems and control, artificial intelligence and robotics, which can be cast as the problem of distributed online optimization and game theory. In this respect, the book introduces distributed online optimization and game theory for cooperative and competitive behaviors, respectively, in a comprehensive means, facilitating interested readers to understand the area in a systematic manner.
With the advent of embodied intelligence, big data, privacy preservation, and dynamic environments, etc., distributed real-time decision-making over multi-agent networks has become more and more important in many research communities, such as computer science, systems and control, artificial intelligence and robotics, which can be cast as the problem of distributed online optimization and game theory. In this respect, the book introduces distributed online optimization and game theory for cooperative and competitive behaviors, respectively, in a comprehensive means, facilitating interested readers to understand the area in a systematic manner.
First book introducing distributed online optimization and online game theory over multi-agent networks Provides cutting-edge algorithms for performing real-time optimal or sub-optimal strategies in dynamic environments Presents a multitude of applications to unmanned systems, such as distributed target tracking for autonomous robots
Autor*in
Xiuxian Li
Themen in »Distributed Online Optimization and Game Theory«
Distributed Online Optimization Online Game Online Learning Real-time Decision-making Dynamic Environments Unmanned Systems