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Multi-agent Planning in Sokoban

机译:索科坎多智能经纪人规划

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The issue of multi-agent planning in highly dynamic environments is a major impediment to conventional planning solutions. Plan repair and replanning solutions alike have difficulty adapting to frequently changing environment states. To adequately handle such situations, this paper instead focuses on preserving individual agent plans through multi-agent coordination techniques. We describe a reactive agent system architecture in which the main focus of an agent is to be able to achieve its subgoals without interfering with any other agent. The system is a 3-level architecture, where each level is guided by the following fundamental principles, respectively: when is it valid to generate a plan for a subgoal, who is most appropriate for completing the subgoal, and how should the plan be carried out.
机译:高动态环境中的多智能经纪人规划问题是传统规划解决方案的主要障碍。计划修复和重新换算解决方案很难适应经常改变的环境状态。为了充分处理这种情况,本文通过多代理协调技术侧重于保护各个代理计划。我们描述了一种反应性代理系统架构,其中代理的主要焦点是能够在不干扰任何其他代理的情况下实现其子岩。该系统是一个3级架构,其中每个级别分别由以下基本原则引导:何时有效地生成子群的计划,最适合完成子群,以及该计划应该如何运送出去。

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