人間とロボットの共同体験を記録する自動日記生成システム
Automatic Diary Generation System including Information on Joint Experiences between Humans and Robots
人間とロボットが一緒に散歩した体験や対話履歴を大規模言語モデルに入力し、共同体験を盛り込んだ日記を自動生成することで、ロボットへの好感度を高める手法を提案した。
著者: Aiko Ichikura, Kento Kawaharazuka, Yoshiki Obinata, Koki Shinjo, Kei Okada, Masayuki Inaba
分類: cs.RO
原文アブストラクト
In this study, we propose an automatic diary generation system that uses information from past joint experiences with the aim of increasing the favorability for robots through shared experiences between humans and robots. For the verbalization of the robot's memory, the system applies a large-scale language model, which is a rapidly developing field. Since this model does not have memories of experiences, it generates a diary by receiving information from joint experiences. As an experiment, a robot and a human went for a walk and generated a diary with interaction and dialogue history. The proposed diary achieved high scores in comfort and performance in the evaluation of the robot's impression. In the survey of diaries giving more favorable impressions, diaries with information on joint experiences were selected higher than diaries without such information, because diaries with information on joint experiences showed more cooperation between the robot and the human and more intimacy from the robot.
