基于ZCS进化分类器的多智能体系统中的智能体控制

2014 IEEE 12th International Symposium on Applied Machine Intelligence and Informatics (SAMI) Pub Date : 1900-01-01 DOI:10.1109/SAMI.2014.6822399

Tomás Cádrik, M. Mach

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引用次数: 3

摘要

本文展示了ZCS进化系统在多智能体系统中的应用，其中每个智能体由不同的分类器系统控制。该方法在多个机器人打扫房间的清洁机器人任务中进行了测试。就像最初的清洁机器人任务一样，每个机器人携带的垃圾数量有限，当机器人的垃圾堆满了，他必须走到一个容器前，把垃圾取出来。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Control of agents in a multi-agent system using ZCS evolutionary classifier systems

The paper shows the usage of ZCS evolutionary systems in a multi-agent system where each agent is controlled with a different classifier system. This approach was tested on the cleaning robot task with multiple robots cleaning the room. Each robot has like in the original cleaning robot task a limited amount of carried trash and when the robot's stack is full he must go to a container and take out the junk.

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2014 IEEE 12th International Symposium on Applied Machine Intelligence and Informatics (SAMI)

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