Recognition-primed group decisions via judgement aggregation

We introduce a conceptual model for reaching group decisions. Our model extends a well-known, single-agent cognitive model, the recognition-primed decision (RPD) model. The RPD model includes a recognition phase and an evaluation phase. Group extensions of the RPD model, applicable to a group of RPD agents, have been considered in the literature, however the proposed models do not formalize how distributed and possibly inconsistent information can be combined in either phase. We show how such information can be utilized by aggregating it using a specific social choice method, namely judgment aggregation. Our model is applicable to hierarchical groups of agents containing at least one RPD agent.

[1]  Leon van der Torre,et al.  Selecting judgment aggregation rules for NAO robots: an experimental approach , 2012, AAMAS.

[2]  Lawrence G. Shattuck,et al.  Extending Naturalistic Decision Making to Complex Organizations: A Dynamic Model of Situated Cognition , 2006 .

[3]  John Yen,et al.  Team-RPD: A Collaborative Model of the Recognition-Primed Decision Process , 2008, 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology.

[4]  Alasdair Urquhart,et al.  Basic Many-Valued Logic , 2001 .

[5]  D. Hantula Sources of Power: How People Make Decisions , 2001 .

[6]  John Yen,et al.  A fuzzy logic-based computational recognition-primed decision model , 2007, Inf. Sci..

[7]  Gary Klein,et al.  Rapid Decision Making on the Fire Ground: The Original Study Plus a Postscript , 2010 .

[8]  A. Sen,et al.  The Impossibility of a Paretian Liberal , 1970, Journal of Political Economy.

[9]  John Yen,et al.  Extending the recognition-primed decision model to support human-agent collaboration , 2005, AAMAS '05.

[10]  Emma Norling,et al.  Folk psychology for human modelling: extending the BDI paradigm , 2004, Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, 2004. AAMAS 2004..

[11]  Marija Slavkovik,et al.  Judgement aggregation for multiagent systems , 2012 .

[12]  Gary Klein,et al.  Naturalistic Decision Making , 2008, Hum. Factors.

[13]  Wojciech Jamroga,et al.  Distance-based Judgment Aggregation of Three-valued Judgments with Weights , 2011 .

[14]  Rashaad E. T. Jones,et al.  Modeling Situation Awareness for Army Infantry Platoon Leaders Using Fuzzy Cognitive Mapping Techniques , 2010 .

[15]  John Yen,et al.  On Shared Situation Awareness for Supporting Human Decision-Making Teams , 2005, AAAI Spring Symposium: AI Technologies for Homeland Security.

[16]  Brendan J Leary Recognition-Primed Decisions, Ethical Intuition and Borrowing Experience , 2012 .

[17]  C. List,et al.  Judgment aggregation: A survey , 2009 .

[18]  Yann Chevaleyre,et al.  A Short Introduction to Computational Social Choice , 2007, SOFSEM.