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DOI10.1145/3125739.3125741
Adaptive Behavior Generation for Conversational Robot in Human-Robot Negotiation Environment
Lopez, Miguel Gomez; Hasegawa, Komei; Imai, Michita
通讯作者Lopez, Miguel Gomez
会议名称5th International Conference on Human Agent Interaction (HAI)
会议日期OCT 17-20, 2017
会议地点Bielefeld, GERMANY
英文摘要

This study addresses human-robot interactions in a controlled negotiation environment. The aim is to prove that a robot, given its limitations, can win a non-equilibrium based negotiation against a human by convincing him/her. To do so, a behavioral model based on decision trees is proposed, which chooses behavior and action of the robot adaptively depending on the circumstances, robot's intention and human's past response. An experiment under two conditions was conducted: one where the robot was set to play the Desert Survival Situation negotiation game against 10 humans; and one where the robot was compared to other system with the same knowledge about the game but without the behavioral and action generator model. The extracted conclusions were that the robot could win the game in most of the cases, convincing the human. The results also show that its performance is significantly better than the human's and that the other system's robot.


英文关键词Adaptive model human-robot interaction negotiation decision trees behavioral model
来源出版物PROCEEDINGS OF THE 5TH INTERNATIONAL CONFERENCE ON HUMAN AGENT INTERACTION (HAI'17)
出版年2017
页码151-159
EISBN978-1-4503-5113-3
出版者ASSOC COMPUTING MACHINERY
类型Proceedings Paper
语种英语
国家Japan
收录类别CPCI-S
WOS记录号WOS:000463009800020
WOS类目Computer Science, Cybernetics ; Computer Science, Theory & Methods ; Robotics
WOS研究方向Computer Science ; Robotics
资源类型会议论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/306431
作者单位Keio Univ, Yokohama, Kanagawa, Japan
推荐引用方式
GB/T 7714
Lopez, Miguel Gomez,Hasegawa, Komei,Imai, Michita. Adaptive Behavior Generation for Conversational Robot in Human-Robot Negotiation Environment[C]:ASSOC COMPUTING MACHINERY,2017:151-159.
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