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Evolving Cooperative Actions Among Heterogeneous Agents by an Evolutionary Programming Method

机译:进化规划方法在异构试剂中演化的合作措施

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We studied a baggage carriage problem, in which agents try to carry baggage from a pile to their base, evolving a data structure, called n-BDD, expressing action strategy of the agents. Through this problem we consider emergence of cooperation among heterogeneous agents, or each agent has a particular ability, which is different each other. We formalize heterogeneity by defining forte actions and foible actions of agents. Emergence of cooperation was observed by simulation. Different types of agents are emerged to behave different way. We also observed that agents in a type branch to have two different roles.
机译:我们研究了行李托运问题,其中代理商试图将行李从桩中携带行李,从而发展一种称为N-BDD的数据结构,表达了代理的动作策略。通过这个问题,我们考虑出现异质剂之间的合作,或者每个特工具有特定能力,彼此不同。我们通过定义代理商的Forte行动和发泡行动来形式化异质性。通过模拟观察合作的出现。出现了不同类型的药剂表现不同的方式。我们还观察到一个类型分支中的代理有两个不同的角色。

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