Towards Intentional Agents to Manipulate Belief, Desire and Commitment Degrees

The BDI models are among the best known agent's formalizations. They are based on the three mental attitudes: belief, desire and intention. Many of the BDI models do not admit degrees of belief, desire and intention. Parsons and Giorgini gave a semantic to the belief degree but not for desire and intention. The purpose of this paper is to continue the work of Parsons and Giorgini, by including desire and intention degrees. Another improvement of the BDI formalization is to add the emotion and physical state to the elements influencing the decision making. We illustrate the interaction between all these different concepts by proposing the (CDI)° architecture.

[1]  Mehdi Dastani,et al.  A characterization of sapient agents , 2003, IEMC '03 Proceedings. Managing Technologically Driven Organizations: The Human Side of Innovation and Change (IEEE Cat. No.03CH37502).

[2]  Mehdi Dastani,et al.  Decisions, Deliberation, and Agent Types CDT - QDT - BDI - 3APL - BOID , 2005 .

[3]  C. Pinto-Ferreira,et al.  Artificial emotions and emotion-based control systems , 1999, 1999 7th IEEE International Conference on Emerging Technologies and Factory Automation. Proceedings ETFA '99 (Cat. No.99TH8467).

[4]  Bernd Schmidt,et al.  PECS - Agent-Based Modelling of Human Behaviour , 2001 .

[5]  Anand S. Rao,et al.  BDI Agents: From Theory to Practice , 1995, ICMAS.

[6]  Innes A. Ferguson TouringMachines: an architecture for dynamic, rational, mobile agents , 1992 .

[7]  Rodney A. Brooks,et al.  A Robust Layered Control Syste For A Mobile Robot , 2022 .

[8]  Ira Rudowsky,et al.  Intelligent Agents , 2004, Commun. Assoc. Inf. Syst..

[9]  Jürg Kohlas,et al.  Handbook of Defeasible Reasoning and Uncertainty Management Systems , 2000 .

[10]  Michael Wooldridge,et al.  Intention Reconsideration Reconsidered , 1998, ATAL.

[11]  Didier Dubois,et al.  Introduction: Revising, Updating and Combining Knowledge , 1998 .

[12]  Martinus Cornelis Schut Intention reconsideration , 2002 .

[13]  Simon Parsons,et al.  On using degrees of belief in BDI agents , 2004 .

[14]  Michael R. Genesereth,et al.  Logical foundations of artificial intelligence , 1987 .

[15]  D. Dubois,et al.  Fundamentals of fuzzy sets , 2000 .

[16]  A. Damasio Descartes’ Error. Emotion, Reason and the Human Brain. New York (Grosset/Putnam) 1994. , 1994 .

[17]  Sean A. Spence,et al.  Descartes' Error: Emotion, Reason and the Human Brain , 1995 .

[18]  David J. Israel,et al.  Plans and resource‐bounded practical reasoning , 1988, Comput. Intell..

[19]  A. Damasio Descartes' error: emotion, reason, and the human brain. avon books , 1994 .

[20]  Nicholas R. Jennings,et al.  Intelligent agents: theory and practice , 1995, The Knowledge Engineering Review.

[21]  Anand S. Rao,et al.  Deliberation and its Role in the Formation of Intentions , 1991, UAI.

[22]  Michael Wooldridge,et al.  The theory and practice of intention reconsideration , 2004, J. Exp. Theor. Artif. Intell..

[23]  Christoph Urban,et al.  PECS: A Reference Model for the Simulation of Multi-Agent Systems , 1997, Tools and Techniques for Social Science Simulation.

[24]  Didier Dubois,et al.  The three semantics of fuzzy sets , 1997, Fuzzy Sets Syst..

[25]  P. Giorgini,et al.  An approach to using degrees of belief in BDI agents , 2000 .

[26]  Amy L. Lansky,et al.  Reactive Reasoning and Planning , 1987, AAAI.