[2F1-GS-9] Human interface: agents

[2F1-GS-9-05] Construction of a Music Co-Listening Agent with Music Selection Rights and Intrinsic Motivation

〇Natsuki Oka¹, Kyosuke Yokota¹, Yusuke Hatanaka¹, Subaru Hanada¹, Rui Yoshinaga¹, Kazuaki Tanaka¹ (1. Kyoto Institute of Technology)

[[Online]]

Keywords:curiosity-driven, preference formation

In order for dialogue systems to continue to be used in everyday situations in the home, we believe it is effective for agents to have preferences and initiative and to have a position other than dialogue in everyday life. In this study, we aimed to build a collaborative music listening agent with the following functions: 1) to form preferences based on the songs it listened to; 2) to recommend songs based on the preferences of itself and its partner; 3) to play music for which preferences are unknown (curiosity-driven recommendation); 4) to select utterances for which the response of the partner is likely to be positive; 5) to try utterances for which the response of the partner is difficult to predict (curiosity-driven dialogue), and; 6) to control the dialogue based on the estimation of knowledge held by a large-scale language model. This paper discusses the future issues and prospects revealed by constructing a prototype version.