ロボティクス・メカトロニクス講演会講演概要集
Online ISSN : 2424-3124
2024
セッションID: 2P2-J07
会議情報

Development of a generative model for a mobile robot operated in everyday environments and its evaluation by pilot experiment with data collection
*Chenfei XUYuya OKADOMEHiroshi ISHIGUROYutaka NAKAMURA
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会議録・要旨集 認証あり

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抄録

In recent years, advancements in navigation technology have facilitated the realization of robots capable of robust path planning in structured spaces. However, especially in human coexisting environments, a framework for robust mobility needs to be developed to cope with unpredictable dynamic changes, such as the movements of surrounding individuals. Therefore, we constructed a generative model for a series of observations and actions collected during teleoperated robot control, with the aim of transferring recorded behaviors to the robot. In this report, we elaborate on the data collection of first-person perspective images and action sequences using a teleoperation system. In order to examine the practicality, we implemented a naive generative model and investigated the possibility of generating action series and future observations.

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© 2024 The Japan Society of Mechanical Engineers
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