Resolving Conflicts between Personal and Normative Goals in Normative Agent Systems

  • Azhana Ahmad College of Information Technology, Universiti Tenaga Nasional
  • Moamin Ahmed College of Information Technology, Universiti Tenaga Nasional
  • Mohd Zaliman Mohd Yusof College of Information Technology, Universiti Tenaga Nasional
  • Mohd. Sharifuddin Ahmad College of Information Technology, Universiti Tenaga Nasional
  • Aida Mustapha Faculty of Computer Science & Information Technology, Universiti Putra Malaysia
Keywords: norms, software agents, intentional agent, multi-agent systems.

Abstract

In this paper, we present a framework for resolving conflicts between personal and normative goals in normative agent systems. The conflicts occur in the decision making process of time-constrained tasks of those goals. The agents observe the environment and perform the tasks based on their obligation to an authority, their desires, and intentions. They select and execute the tasks from a set of pre-compiled tasks based on their beliefs of the reward and penalty associated with the selected tasks. To resolve the conflicts within the constraint of the tasks’ duration, we supplement the agents’ normative capacity with two essential functions: Sacrifice and Diligence. The Sacrifice function enables an agent to reason and discard any tasks that have lower priorities to make way for accomplishment of the normative goal. The Diligence function enables an agent to increase its effort in accomplishing the normative goal in time-constrained situations. We simulate these situations and present the results. 

References

A. Ahmad, M.S. Ahmad, M.Z.M. Yusoff, and A. Mustapha, A Novel Framework for Normative Agent-Based Systems, MJCAI 2009, Kuala Lumpur, Malaysia, 2009.

A. Ahmad, M. Ahmed, M.Z.M. Yusoff, M.S. Ahmad, A. Mustapha, Resolving Conflicts between Personal and Normative Goals in Normative Agent Systems, The Seventh International Conference on IT in Asia 2011 (CITA 2011), pp. 153 - 158, ISBN: 983-9257-66-8, Kuching, Sarawak, 12 - 14 July 2011.

C. Castelfranchi, F. Dignum, C.M. Jonker, and J. Treur, Deliberative Normative Agents : Principles And Architecture, 6th International Workshop on Intelligent Agents VI, Agent Theories, Architecture and Languages (ATAL09), Orlando, Florida, 1999.

https://doi.org/10.1007/10719619_27

F.L.y. Lopez, and A.A. Marquez, An Architecture for Autonomous Normative Agents, 5th Mexican International Conference on Computer Science (ENC 2004), IEEE Computer Society 2004, ISBN 0-7695-2160-6, Colima Mexico, 2004.

F.S.A. Majeed, Islamic Law (al-Fiqh), Our Printer Pte Ltd, Singapore, 1990.

G. Boella, and L.v.d. Torre, Regulative and Constitutive Norms in Normative Multi-agent Systems, In Procs. of 9th International Conference on the Principles of Knowledge Representation and Reasoning. Whistler (KR04), Whistler, Canada, 2004.

G. Boella, and L.v.d. Torre, Fulfilling or Violating Obligations in Normative Multi-agent System, IAT 2004, Beijing, China, 2004, pp. 483-486.

G. Boella, and L.v.d. Torre, Norm Governed Multi-agent System: The Delegation of Control to Autonomous Agents, IAT 2003 Halifax, Canada, 2003, pp. 329-335.

J. Thangarajah, J. Harland, D. Morley, N. Yorke-Smith, 2007. Aborting Tasks in BDI Agents, AAMAS 2007, Hawaii.

https://doi.org/10.1145/1329125.1329133

J. Thangarajah, L. Padgham, M. Winikoff, 2003. Detecting & Avoiding Interference between Goals in Intelligent Agents, IJCAI'03: Proceedings of the 18th International Joint Conference on Artificial Intelligence, Morgan Kaufmann Publishers Inc, pp. 721-726.

L. Astefanaoei, M. Dastani, J.-J. Meyer, and F.S.d. Boer, A Verification Framework for Normative Multi-Agent Systems, PRIMA 2008, Hanoi, Vietnam, 2008.

https://doi.org/10.1007/978-3-540-89674-6_9

Lacroix, P. Mathieu, and A. Kemeny, The Use of Norms' Violation to Model Agents' Behavioral Variety, AAMAS 2008, 2008.

https://doi.org/10.1007/978-3-642-00443-8_15

M. J. Wooldridge, N. R. Jennings, 1995. Intelligent Agents: Theory and Practice, Knowledge Engineering Review, 10(2).

https://doi.org/10.1017/S0269888900008122

M. Kollingbaum, I.J. Jureta, W. Vasconcelos, and K. Sycara, Automated Requirements-Driven Definition of Norms for the Regulation of Behavior in Multi-agent System, AISB2008, Aberdeen, Scotland, 2008.

M. Neumann, Norm Internalisation in Human and Artificial Intelligence. Journal of Artificial Societies and Social Simulation JASSS 13 (1) 12 (2010).

https://doi.org/10.18564/jasss.1582

M.Z.M. Yusoff, M. Ahmed, A. Ahmad, M.S. Ahmad, and A. Mustapha, Sacrifice and Diligence in Normative Agent Environments, The 2010 International Conference on Computer and Software Modeling (ICCSM 2010), Phillipines, 2010.

M.Z.M. Yusoff, Y. Khalid, A. Ahmad, M.S. Ahmad, and A. Mustapha, Development of Rules for Multiple Goals in Normative Environments, MJCAI2010, Sarawak, Malaysia, 2010.

R.R. Dumke, R. Koeppe, and C. Wille, Software Agent Measurement and Self-Measuring Agent-Based Systems, Technical Report II, University of Madgeburg, 2000.

S. Modgil, and M. Luck, Argumentation based Resolution of Conflicts Between Desires and Normative Goals. LNCS 2009 (2009) 19-36.

https://doi.org/10.1007/978-3-642-00207-6_2

W. Chen, and K. Decker, Applying coordination Mechanisms for Dependency Relationships under Various Environments, Multiagent Systems, Artificial Societies, and Simulated Organizations, Springer US, 2004.

Published
2016-04-21
How to Cite
Ahmad, A., Ahmed, M., Mohd Yusof, M. Z., Ahmad, M. S., & Mustapha, A. (2016). Resolving Conflicts between Personal and Normative Goals in Normative Agent Systems. Journal of IT in Asia, 4(1), 1-12. https://doi.org/10.33736/jita.43.2014
Section
Articles