Ants in the OCEAN: Modulating Agents with Personality for Planning with Humans

Abstract

This work introduces a prototype that demonstrates the idea of using a psychological theory of personality types known as the Five-Factor Model (FFM) in planning for human-agent teamwork scenarios. FFM is integrated into the BDI model of agency leading to variations in the interpretation of inputs, the decision-making process and the generation of outputs. This is demonstrated in a multi-agent simulation, further, it is outlined how these variations can be used for the planning process in collaborative settings.

@INCOLLECTION{Ahrndt2014e,
  author = {Sebastian Ahrndt AND Armin Aria AND Johannes F"ahndrich AND Sahin
	Albayrak},
  title = {Ants in the {OCEAN}: Modulating Agents with Personality for Planning
	with Humans},
  booktitle = {Multi-Agent Systems, 12th European Conference, EUMAS 2014, Prague, Czech Republic, December 18-19, 2014, Revised Selected Papers},
  publisher = {Springer International Publishing},
  year = {2015},
  editor = {Nils Bulling},
  number = {8953},
  series = {Lecture Notes in Artificial Intelligence},
  pages = {3--18},
  month = {April},
  doi = {10.1007/978-3-319-17130-2_1},
  url = {http://link.springer.com/chapter/10.1007/978-3-319-17130-2_1},
  owner = {ahrndt},
  timestamp = {2014.09.10}
}

Autoren:

Sebastian Ahrndt, Armin Aria, Johannes Fähndrich, Sahin Albayrak

Kategorie:

Tagungsbeitrag

Jahr:

2015

Ort:

12th European Conference on Multi-Agent Systems (EUMAS 2014)