论迁移代理的设计:从自主虚拟代理到智能机器人系统

Kaveh Hassani, Won-sook Lee
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引用次数: 3

摘要

在多代理系统领域,迁移是指代理将自身从一个化身(如图形化身)转移到不同化身(如机器人机器人)的能力。嵌入代理通常在动态、不确定和不受控制的环境中工作,利用它们是一项混乱且容易出错的任务,这要求高级行为控制器能够适应系统低级的故障。空间机器人系统,如航天器和漫游车的运行条件,激发了必要的鲁棒和自适应控制软件的发展。在本文中,我们提出了一种受机载自治启发的迁移和自主代理的通用架构,该架构使开发人员能够通过定义一组与新身体相关的可行动作和感知来定制代理的体现。评估结果表明,架构通过执行一致的深思熟虑和反应性行为来支持迁移。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
On designing migrating agents: from autonomous virtual agents to intelligent robotic systems
In the realm of multi-agent systems, migration refers to the ability of an agent to transfer itself from one embodiment such as a graphical avatar into different embodiments such as a robotic android. Embodied agents usually function in a dynamic, uncertain, and uncontrolled environment, and exploiting them is a chaotic and error-prone task which demands high-level behavioral controllers to be able to adapt to failure at lower levels of the system. The conditions in which space robotic systems such as spacecraft and rovers operate, inspire by necessity, the development of robust and adaptive control software. In this paper, we propose a generic architecture for migrating and autonomous agents inspired by onboard autonomy which enables the developers to tailor the agent's embodiment by defining a set of feasible actions and perceptions associated with the new body. Evaluation results suggest that the architecture supports migration by performing consistent deliberative and reactive behaviors.
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