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A Behavior Control of Autonomous Robots Using The Immune Network

机译:基于免疫网络的自主机器人行为控制

摘要

The immune system is one of the adaptive biological systems whose functions are to identify and to eliminate foreign materials. The immune system is mainly composed of MHC to identify non-self and Immune Network. The Immune Network is a mechanism, the immune response is carried out by selfregulation, and is composed of immune cells and their interaction. In this paper, we propose a system that controls the behaviors of an autonomous mobile robot by teacher robots composed of the Immune Algorithm based on Self-Preservation. The teacher robots have sensor using MHC and learning method for adaptive behaviors using Immune Network whose principle of operations are based on the interaction. To investigate the validity of our system, we simulate on Khepera Simulator and examine its result.
机译:免疫系统是适应性生物系统之一,其功能是识别和消除异物。免疫系统主要由MHC识别非自我和免疫网络组成。免疫网络是一种机制,免疫反应是通过自我调节来进行的,由免疫细胞及其相互作用组成。在本文中,我们提出了一种系统,该系统由基于自我保护的免疫算法组成的教师机器人控制自主移动机器人的行为。教师机器人具有使用MHC的传感器和使用免疫网络的自适应行为学习方法,该网络的操作原理基于交互作用。为了研究我们系统的有效性,我们在Khepera Simulator上进行仿真并检查其结果。

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