MAIDS - A Framework for the Development of Multi-Agent Intentional Dialogue Systems
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| Title: | MAIDS - A Framework for the Development of Multi-Agent Intentional Dialogue Systems |
|---|---|
| Authors: | Engelmann D. C., Panisson A. R., Vieira R., Hubner J. F., Mascardi V., Bordini R. H. |
| Publisher Information: | International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), 2023. |
| Publication Year: | 2023 |
| Subject Terms: | Agent-oriented programming, Argumentation, Dialogue systems, Ontological reasoning, Theory of mind |
| Description: | This paper introduces a framework for programming highly sophisticated multi-agent dialogue systems. The framework is based on a multi-part agent belief base consisting of three components: (i) the main component is an extension of an agent-oriented programming belief base for representing defeasible knowledge and, in particular, argumentation schemes; (ii) an ontology component where existing OWL ontologies can be instantiated; and (iii) a theory of mind component where agents keep track of mental attitudes they ascribe to other agents. The paper formalises a structured argumentation-based dialogue game where agents can “digress” from the main dialogue into subdialogues to discuss ontological or theory of mind issues. We provide an example of a dialogue with an ontological digression involving humans and agents, including a chatbot that we developed to support bed allocation in a hospital. The example is used to show that our framework supports all features of recent desiderata for future dialogue systems. We also report an initial evaluation of the chatbot carried out by domain experts. |
| Document Type: | Conference object |
| File Description: | application/pdf |
| Language: | English |
| Access URL: | https://hdl.handle.net/11567/1144575 |
| Accession Number: | edsair.od......3710..b9c60e77d497bb6599a2b327df3f2010 |
| Database: | OpenAIRE |
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