NATURAL LANGUAGE INTERACTIONS IN DISTRIBUTED NETWORKS OF SMART DEVICES

Author:

SCHERMERHORN PAUL1,SCHEUTZ MATTHIAS1

Affiliation:

1. Human-Robot Interaction Lab, Indiana University, Bloomington, IN 47406, USA

Abstract

Advances in sensing and networking hardware have made the prospect of ambient intelligence more realistic, but the challenge of creating a software framework suitable for ambient intelligence systems remains. We present ADE, the Agent Development Environment, a distributed agent infrastructure with built-in natural language processing capabilities connected to a sophisticated goal manager that controls access to the world via multiple server interfaces for sensing and actuating devices. Unlike other ambient intelligence infrastructures, ADE includes support for multiple autonomous robots integrated into the system. ADE allows developers of ambient intelligence environments to implement agents of varying complexity to meet the varying requirements of each scenario, and it provides facilities to ensure security and fault tolerance for distributed computing. Natural language processing is conducted incrementally, as utterances are acquired, allowing fast, accurate responses from system agents. We describe ADE and a sample of the many experiments and demonstrations conducted using the infrastructure, then an example architecture for a "smart home" is proposed to demonstrate ADE's utility as an infrastructure for ambient intelligence.

Publisher

World Scientific Pub Co Pte Lt

Subject

Artificial Intelligence,Computer Networks and Communications,Computer Science Applications,Linguistics and Language,Information Systems,Software

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. A Novel Architectural Method for Producing Dynamic Gaze Behavior in Human-Robot Interactions;2022 17th ACM/IEEE International Conference on Human-Robot Interaction (HRI);2022-03-07

2. A state-of-the-art review on artificial intelligence for Smart Buildings;Intelligent Buildings International;2019-06-04

3. An Overview of the Distributed Integrated Cognition Affect and Reflection DIARC Architecture;Intelligent Systems, Control and Automation: Science and Engineering;2018-09-04

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