Abstract
BDI agents act in response to external inputs and their internal plan library. Understanding the root cause of BDI agent action is often difficult, and in this paper we present a dialogue based approach for explaining the behaviour of a BDI agent. We consider two dialogue participants who may have different views regarding the beliefs, plans and external events which drove agent action (encoded via traces). These participants make utterances which incrementally reveal their traces to each other, allowing them to identify divergences in the traces, or to conclude that the traces agree. In practice, we envision a human taking on the role of a dialogue participant, with the BDI agent itself acting as the other participant. The dialogue then facilitates explanation, understanding and debugging of BDI agent behaviour. After presenting our formalism and its properties, we describe our implementation of the system and provide an example of its use in a simple scenario
Original language | English |
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Title of host publication | Proc. of the 20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2021) |
Editors | U Endriss, A Nowe, F Dignum, A Lomuscio |
Publisher | International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS) |
Pages | 429-437 |
Number of pages | 9 |
ISBN (Electronic) | 978-1-4503-8307-3 |
Publication status | Published - 2021 |
Event | 20th International Conference on Autonomous Agents and Multiagent System - Virtual, London, United Kingdom Duration: 3 May 2021 → 7 May 2021 Conference number: 20 |
Publication series
Name | |
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ISSN (Electronic) | 2523-5699 |
Conference
Conference | 20th International Conference on Autonomous Agents and Multiagent System |
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Abbreviated title | AAMAS-2021 |
Country/Territory | United Kingdom |
City | London |
Period | 3/05/21 → 7/05/21 |
Bibliographical note
ACKNOWLEDGMENTSThis work arose out of conversations at a Lorentz Workshop on the Dynamics of Multi-Agent Systems (2018). Thanks are due Koen Hindriks and Vincent Koeman for their input. The work was supported by the UKRI/EPSRC RAIN [EP/R026084], SSPEDI [EP/P011829/1 ] and FAIR-SPACE [EP/R026092] Robotics and AI Hubs.
Keywords
- Dialogues
- BDI
- Explanation