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Teamwork via Team Plans in Intelligent Autonomous Agent systenms

机译:通过智能自主代理系统中的团队计划进行团队合作

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Intelligent agent systems are developing into an important paradigm in Arfitifical Intelligence and in general computer science. An agent can be seen as an autonomous system that perceives and acts on its environment, performing tasks and pursuing goals independently of user control. Recently, there has been much research iterest directed toward the design of multi-agent systems that act collaboratively on tasks that are too complex for any single agent to perform on its own. We discuss the design and implementation of teamwork amongst autonomous agent systems. In particular, we describe an approach, using team plans, that addresses a number of important issues, such as: balancing autonomous behaviour with commitment to team behaviour; team formation; distribution of tasks amongst team members; coordination and synchronisation of actions.
机译:智能代理系统正在发展成为Arfitifical Intelligence和一般计算机科学的重要范例。代理可以看作是一个自主系统,可以感知其环境并对其进行操作,独立于用户控制地执行任务和追求目标。最近,有很多研究针对多智能体系统的设计,这些系统协同作用于对任何单个智能体都无法独自执行的任务而言过于复杂。我们讨论了自动代理系统之间团队合作的设计和实现。特别是,我们使用团队计划描述了一种解决许多重要问题的方法,例如:在自主行为与团队行为承诺之间取得平衡;团队组成;在团队成员之间分配任务;动作的协调和同步。

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