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DOI | 10.1145/3125739.3125741 |
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 |
EISBN | 978-1-4503-5113-3 |
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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