{"type":"ScholarlyArticle","title":"The Interplay of Emotions and Norms in Multiagent Systems","authors":[{"name":"Anup K. Kalia","slug":"anup-k-kalia","given":"Anup K.","family":"Kalia","affiliation":"Research Center"},{"name":"Nirav Ajmeri","slug":"nirav-ajmeri","given":"Nirav","family":"Ajmeri","affiliation":"North Carolina State University"},{"name":"Kevin S. Chan","slug":"kevin-s-chan","given":"Kevin S.","family":"Chan","affiliation":"US Army Research Lab"},{"name":"Jin-Hee Cho","slug":"jin-hee-cho","given":"Jin-Hee","family":"Cho","affiliation":"Virginia Polytechnic Institute and State University"},{"name":"Sibel Adalı","slug":"sibel-adal","given":"Sibel","family":"Adalı","affiliation":"Rensselaer Polytechnic Institute"},{"name":"Munindar P. Singh","slug":"munindar-p-singh","given":"Munindar P.","family":"Singh","affiliation":"North Carolina State University"}],"abstract":"We study how emotions influence norm outcomes in decision-making contexts. Following the literature, we provide baseline Dynamic Bayesian models to capture an agent's two perspectives on a directed norm. Unlike the literature, these models are holistic in that they incorporate not only norm outcomes and emotions but also trust and goals. \r\nWe obtain data from an empirical study involving game play with respect to the above variables. We provide a step-wise process to discover two new Dynamic Bayesian models based on maximizing log-likelihood scores with respect to the data. We compare the new models with the baseline models to discover new insights into the relevant relationships.\r\nOur empirically supported models are thus holistic and characterize how emotions influence norm outcomes better than previous approaches.","doi":"10.24963/ijcai.2019/53","url":"https://ijcai.org/proceedings/2019/53","pdf":"https://ijcai.org/proceedings/2019/0053.pdf","markdown":"https://ijcai.org/proceedings/2019/53.md","bibtex":"https://ijcai.org/proceedings/2019/bibtex/53","volume":{"slug":"2019","title":"Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence","short_title":"IJCAI 2019","url":"https://ijcai.org/proceedings/2019/","year":2019,"location":"Macao","dates":"10-16 August 2019","editors":"Sarit Kraus","isbn":"978-0-9992411-4-1","publisher":"International Joint Conferences on Artificial Intelligence Organization","doi_prefix":"10.24963/ijcai.2019"},"section":"Agent-based and Multi-agent Systems","track":"Main track","number":53,"pages":{"first":371,"last":377},"keywords":["Agent-based and Multi-agent Systems: Normative systems","Agent-based and Multi-agent Systems: Agent Theories and Models"],"videos":[],"references":[{"position":1,"raw":"[Ajmeri et al., 2018] N. 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