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NEGOTIATOR: A Comprehensive Framework for Human-Agent Negotiation Integrating Preferences, Interaction, and Emotion
Type of publication: Inproceedings
Citation:
Publication status: Published
Booktitle: Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence Demo Track
Year: 2024
Pages: 8700-8703
Publisher: International Joint Conferences on Artificial Intelligence Organization
URL: https://doi.org/10.24963/ijcai...
DOI: 10.24963/ijcai.2024/1012
Abstract: The paper introduces a comprehensive human- agent negotiation framework designed to facilitate the development and evaluation of research studies on human-agent negotiation without building each component from scratch. Leveraging the inter- operability and reusability of its components, this framework offers various functionalities, including speech-to-text conversion, emotion recognition, a repository of negotiation strategies, and an inter- action manager capable of managing gestures de- signed for Nao, Pepper, and QT, and coordinating message exchanges in a turn-taking fashion. This framework aims to lower the entry barrier for re- searchers in human-agent negotiation by providing a versatile platform that supports a wide range of research directions, including affective computing, natural language processing, decision-making, and non-verbal communication
Keywords: Agent-based and Multi-agent Systems: MAS: Agreement technologies: Negotiation and contract-based systems Agent-based and Multi-agent Systems: MAS: Human-agent interaction
Authors Keskin, Onur
Buzcu, Berk
Koçyiğit, Berkecan
Çakan, Umut
Doğru, Anıl
Aydoğan, Reyhan
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