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A Flexible and Scalable Architecture for Human-Robot Interaction

机译:用于人机交互的灵活和可扩展的架构

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Recent developments and advancements in several areas of Computer Science such as Semantic Web, Natural Language Understanding, Knowledge Representation, and more in general Artificial Intelligence have enabled to develop automatic and smart systems able to address various challenges and tasks. In this paper, we present a scalable and flexible humanoid robot architecture which employs artificial intelligent technologies and developed on top of the programmable humanoid robot called Zora. The framework is composed by three different modules which enable the interaction between Zora and a human for tasks such as Sentiment Understanding, Question-Answering, and automatic Object Recognition. The framework is flexible and extensible, and can be augmented by other modules. Moreover, the embedded modules we present are general, in the sense that they can be easily enriched by adding training resources for the presented sub-components. The design of each module consists of two components (i) a front-end system which is responsible for the interaction with humans, and (ii) a back-end component which resides on server side and performs the heavy computation.
机译:最近的计算机科学领域的发展和进步,如语义网络,自然语言理解,知识表示等,普遍的人工智能更有能够开发能够解决各种挑战和任务的自动和智能系统。在本文中,我们提出了一种可扩展且灵活的人形机器人架构,其采用人工智能技术,并在可编程人形机器人的顶部开发,称为Zora。该框架由三个不同的模块组成,该模块能够实现zora与人类之间的互动,例如情感理解,问答和自动对象识别。框架灵活且可扩展,可以由其他模块增强。此外,我们所呈现的嵌入式模块是一般的,因此可以通过为所提出的子组件添加培训资源来容易地丰富它们。每个模块的设计由两个组件(i)组成的前端系统负责与人类的交互,并且(ii)驻留在服务器侧的后端组件并执行重计算。

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