行为网络作为建议系统对脑机接口用户的辅助作用

K. Raizer, E. Rohmer, A. Paraense, Ricardo Ribeiro Gudwin
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引用次数: 5

摘要

这项工作描述了智能代理的开发,负责在智能环境中向BCI用户提供相关的操作建议。为了开发这一智能体,已经实现了一个行为网络的修改版本,嵌入到神经科学启发的认知架构中。在原始模型中引入了一个新的软先决条件列表,以便将其用作辅助代理。进行了许多模拟实验来评估行为网络是否确实提供了有价值的建议并按预期执行。结果表明,智能体能够考虑预定目标、计划事件和环境拓扑信息,从而对可能的行为进行深思熟虑并提出相关建议。讨论了该方法的优点和不足,并对今后的工作提出了建议。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Effects of behavior network as a suggestion system to assist BCI users
This work describes the development of an intelligent agent responsible for making relevant action suggestions to a BCI user in the context of an intelligent environment. For the development of this agent, a modified version of a behavior network, embedded into a neuroscience inspired cognitive architecture, has been implemented. A new soft-preconditions list has been introduced in the original model in order for it to be used as an assistant agent. A number of simulated experiments were performed to evaluate if the behavior network was indeed presenting valuable suggestions and performing as expected. Results suggest that the agent was able to take into account predefined goals, scheduled events and topological information about the environment in order to deliberate over the possible behaviors and make relevant suggestions. A discussion is made about the strong points and drawbacks of this approach and future work is suggested.
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