身体障害者支援のための次世代知能パーソナルロボットアシスタントの設計
Designing the Next Generation of Intelligent Personal Robotic Assistants for the Physically Impaired
身体障害者が日常の簡単な作業を自立して行えるよう支援するAI搭載ロボットアシスタントMARVINの中間試作機について、モジュール式フレームワークと設計を提示した論文。
著者: Basit Ayantunde, Jane Odum, Fadlullah Olawumi, Joshua Olalekan
分類: cs.HC, cs.CY, cs.LG, cs.RO
原文アブストラクト
The physically impaired commonly have difficulties performing simple routine tasks without relying on other individuals who are not always readily available and thus make them strive for independence. While their impaired abilities can in many cases be augmented (to certain degrees) with the use of assistive technologies, there has been little attention to their applications in embodied AI with assistive technologies. This paper presents the modular framework, architecture, and design of the mid-fidelity prototype of MARVIN: an artificial-intelligence-powered robotic assistant designed to help the physically impaired in performing simple day-to-day tasks. The prototype features a trivial locomotion unit and also utilizes various state-of-the-art neural network architectures for specific modular components of the system. These components perform specialized functions, such as automatic speech recognition, object detection, natural language understanding, speech synthesis, etc. We also discuss the constraints, challenges encountered, potential future applications and improvements towards succeeding prototypes.