Topic

  Human-Agent Interaction, Human-Agent Negotiation, Affective Computing, Decision Making

Abstract

Negotiation is one of the crucial processes for resolving conflicts between parties. In automated negotiation, agent designers mostly take opponent's offers and the remaining time into account while designing their strategies. While designing a negotiating agent interacting with a human directly, other information such as opponent's emotional changes during the negotiation can establish a better interaction and reach an admissible settlement for joint interests. Accordingly, this paper proposes a bidding strategy for humanoid robots, which incorporates their opponents' emotional states and awareness of the agent's changing behavior.

 

Bibtex info
@inproceedings{keskin_solver_2021,
    address = {Richland, SC},
    series = {{AAMAS} '21},
    title = {Solver {Agent}: {Towards} {Emotional} and {Opponent}-{Aware} {Agent} for {Human}-{Robot} {Negotiation}},
    isbn = {978-1-4503-8307-3},
    abstract = {Negotiation is one of the crucial processes for resolving conflicts between parties. In automated negotiation, agent designers mostly take opponent's offers and the remaining time into account while designing their strategies. While designing a negotiating agent interacting with a human directly, other information such as opponent's emotional changes during the negotiation can establish a better interaction and reach an admissible settlement for joint interests. Accordingly, this paper proposes a bidding strategy for humanoid robots, which incorporates their opponents' emotional states and awareness of the agent's changing behavior.},
    booktitle = {Proceedings of the 20th {International} {Conference} on {Autonomous} {Agents} and {MultiAgent} {Systems}},
    publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
    author = {Keskin, Mehmet Onur and Çakan, Umut and Aydoğan, Reyhan},
    year = {2021},
    note = {event-place: Virtual Event, United Kingdom},
    keywords = {emotional awareness, human-agent negotiation, human-robot interaction, human-robot negotiation, negotiation strategy, opponent behavior},
    pages = {1557--1559},
}

Authors
Mehmet Onur Keskin, Umut Çakan, Reyhan Aydoğan

Keywords - tags
Human-Agent Negotiation, Emotion Modelling, Awareness of Opponent Behavior, Emotion-Aware Strategy Design

Publication type
Conference paper

Year
2021