Dynamic coalition formation among rational agents
Matthias Klusch,Andreas Gerber +1 more
TLDR
This article proposes a simulation-based DCF scheme designed to let rational agents form coalitions in dynamic environments that is well suited for applications of ubiquitous and mobile computing.Abstract:
Dynamic coalition formation (DCF) promises to be well suited for applications of ubiquitous and mobile computing. This article proposes a simulation-based DCF scheme designed to let rational agents form coalitions in dynamic environments.read more
Citations
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A survey of multi-agent organizational paradigms
Bryan Horling,Victor Lesser +1 more
TL;DR: A survey of the major organizational paradigms used in multi-agent systems, which include hierarchies, holarchies, coalitions, teams, congregations, societies, federations, markets, and matrix organizations are presented.
Book
Computational Aspects of Cooperative Game Theory
TL;DR: This talk introduces basic concepts from cooperative game theory, and in particular the key solution concepts: the core and the Shapley value, and introduces the key issues that arise if one is to consider the cooperative games in a computational setting.
Journal ArticleDOI
Building Multirobot Coalitions Through Automated Task Solution Synthesis
Lynne E. Parker,Fang Tang +1 more
TL;DR: In this article, the authors present a reasoning system that enables a group of heterogeneous robots to form coalitions to accomplish a multi-robot task using tightly coupled sensor sharing, which is called ASyMTRe.
Proceedings ArticleDOI
Generating Coalition Structures with Finite Bound from the Optimal Guarantees
TL;DR: This paper reports on a novel anytime algorithm for coalition structure generation that produces solutions that are within a finite bound from the optimal, and is shown to be up to 10^379 times faster (for systems containing 1000 agents) when small bounds fromThe optimal are desirable.
Journal ArticleDOI
Cooperative Heterogeneous Multi-Robot Systems: A Survey
TL;DR: More autonomous end-to-end solutions need to be experimentally tested and developed while incorporating natural language ontology and dictionaries to automate complex task decomposition and leveraging big data advancements to improve perception algorithms for robotics.
References
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Book
A Course in Game Theory
TL;DR: A Course in Game Theory as discussed by the authors presents the main ideas of game theory at a level suitable for graduate students and advanced undergraduates, emphasizing the theory's foundations and interpretations of its basic concepts.
Journal ArticleDOI
Games and decisions; introduction and critical survey.
R. Duncan Luce,Howard Raiffa +1 more
Book
Distributed rational decision making
TL;DR: This chapter discusses multiagent negotiation in situations where agents may have di erent goals and each agent is trying to maximize its own good without concern for the global good.
Journal ArticleDOI
Games and Decisions: Introduction and Critical Survey
Journal ArticleDOI
Negotiation and cooperation in multi-agent environments
Sarit Kraus,Sarit Kraus +1 more
TL;DR: It is argued that in order to address the challenge of building coordinated and collaborated intelligent agents, it is beneficial to combine AI techniques with methods and techniques from a range of multi-entity fields, such as game theory, operations research, physics and philosophy.