arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 2201.10164cs.HCcs.LG
收藏

研究人-智能体交互中基于自由能的行为对人的影响

Investigating the impact of free energy based behavior on human in human-agent interaction

Osaka University(大阪大学)

Kazuya Horibe, Yuanxiang Fan, Yutaka Nakamura, Hiroshi Ishiguro

摘要:

人类通过分享身体节奏(如点头和手势)进行非语言交流,以相互参与。这一物质层的分享创造了一种统一的感觉,并让人类感到与他人的关系。在本文中,我们开发了一个新的身体运动生成系统的自由能原理(FEP)的基础上,它不仅被动响应,但也提示人类的行动。该系统由两个模块组成,采样模块和运动选择模块。我们进行了一个主观实验,以评估“与代理人互动的感觉”的FEP为基础的行为。结果表明,基于FEP的行为表现出更多的“与代理交互的感觉”。此外,我们证实,代理人的手势引起的主题手势。这一结果不仅强化了情感互动的印象,而且还可以实现鼓励人们改变行为的代理。

英文摘要:

Humans communicate non-verbally by sharing physical rhythms, such as nodding and gestures, to involve each other. This sharing of physicality creates a sense of unity and makes humans feel involved with others. In this paper, we developed a new body motion generation system based on the free-energy principle (FEP), which not only responds passively but also prompts human actions. The proposed system consists of two modules, the sampling module, and the motion selection module. We conducted a subjective experiment to evaluate the "feeling of interacting with the agent" of the FEP based behavior. The results suggested that FEP based behaviors show more "feeling of interacting with the agent". Furthermore, we confirmed that the agent's gestures elicited subject gestures. This result not only reinforces the impression of feeling interaction but could also realization of agents that encourage people to change their behavior.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

↑