K. Y. Michael WongS. W. LimZ. GaoHong Kong University of Science and Technology, Hong Kong, ChinaWong, K.Y.M., Lim, S.W. & Gao, Z. 2005, "Multi-agent Cooperation in Diverse Population Games", Advances in Neural Information Processing Systems, vol. 17, pp. 1521....
A Review of Cooperation in Multi-agent Learningarxiv.org/abs/2312.05162 一、基本概念 Multi-Agent Learning: 研究多智能体如何在共享环境资源的情况下进行合作、适应和决策的算法。 两大分支:team-based MAL; mixed-motive MAL 分类:合作、博弈、混合型 二、MAL难点 多智能体导致不稳定性:在多智能体交互...
Partially observable multi-agent cooperation (POMAC) is a popular task in multi-agent systems, where recognized environments play a vital role for algorithms development and testing like the StarCraft Multi-Agent Challenge. However, POMAC in real world often faces more complex situations beyond the ...
Cooperation—not merely coordination—may improve the performance of the individual agents or the overall behavior of the system they form. Research in Distributed Artificial Intelligence (DAI) addresses the problem of designing automated intelligent systems which interact effectively. DAI is not the only...
Strategy evolution driven by switching probabilities in structured multi-agent systemsNetworked control systemsgame theorycooperative systemscooperationcomplex networksEvolutionary mechanism driving the commonly seen cooperation among unrelated individuals is puzzling. Related models for evolutionary games on graphs ...
We argue that a game-theoretic approach is more suitable when faced with modeling cooperation in Multi-Agent Systems. We introduce a new type of games, Boolean Games with Currency, which combine features of Boolean Games, with the transferable payoff setting. We also give a computational ...
Multi-agent games on networks (GoNs) have nodes that represent agents and edges that represent interactions among agents. A special class of GoNs is compos
in the system when planning and executing one agents actions. Coordination allows agents to achieve the coherent behavior of the entire system. Coordination may imply cooperation and in this case the agent society works toward common goals to be achieved, but may also imply competition, with ...
Recent years have witnessed the great achievement of the AI-driven intelligent games, such as AlphaStar defeating the human experts, and numerous intellige
1) multi agent cooperation 多人合作 1. The problem of debt clear in a bankrupt corporation is one of themulti agent cooperationdistribution problem in which the subjective factors of the decision maker must be considered. 破产企业债务清算问题是一类需要考虑决策者主观偏好的多人合作分配问题 ,该文从...