Natural human role in supervising complex control systems

Large collections of communities such as those found in complex control systems necessitate sophisticated techniques for high-level human supervision due to their requirements of influence spanning over individuals, communities, and global system behaviours. We have developed psycho-socio-cultural models for mediation of system-level behaviours and interactions. The ensuing lowered human cognitive load will enable supervisors to effectively guide large systems with competing objectives. This model paves the way for developing the ‘Man On The Loop’ (MOTL) paradigm, a phrase we are proposing for a novel human supervision role that contrasts with typical micromanagement. We have highlighted and validated MOTL parameters through the implementation of a domain-neutral simulation and compared our results with those found in natural systems.

[1]  Jim Doran,et al.  Simulating Collective Misbelief , 1998, J. Artif. Soc. Soc. Simul..

[2]  Henry Hexmoor,et al.  A model of absolute autonomy and power: Toward group effects , 2002, Connect. Sci..

[3]  H. Hexmoor,et al.  Towards Collaboration between Human and Social Agents that mind Human Social Personality , 2003 .

[4]  Eric Bonabeau,et al.  Swarm Intelligence: A New C2 Paradigm with an Application to Control Swarms of UAVs , 2003 .

[5]  N. Gilbert,et al.  Artificial Societies: The Computer Simulation of Social Life , 1995 .

[6]  E. Chang,et al.  Trust and Reputation for Service-Oriented Environments: Technologies For Building Business Intelligence And Consumer Confidence , 2006 .

[7]  S. Fiske,et al.  Social Psychology , 2019, Encyclopedia of Personality and Individual Differences.

[8]  Perry Luzwick Maintaining a Competitive Advantage by Controlling Your Information Environment: Part 1 , 2000 .

[9]  Cristiano Castelfranchi,et al.  Modeling Social Action for AI Agents , 1997, IJCAI.

[10]  Nils J. Nilsson,et al.  Artificial Intelligence , 1974, IFIP Congress.

[11]  Michael Luck,et al.  Modelling norms for autonomous agents , 2003, Proceedings of the Fourth Mexican International Conference on Computer Science, 2003. ENC 2003..

[12]  Daniel J. Myers,et al.  Social psychology, 5th ed. , 2004 .

[13]  Joshua M. Epstein,et al.  Growing Artificial Societies: Social Science from the Bottom Up , 1996 .

[14]  Henry Hexmoor,et al.  Effects of Reciprocal Social Exchanges on Trust and Autonomy , 2003 .

[15]  John C. Strassner,et al.  Policy-based network management - solutions for the next generation , 2003, The Morgan Kaufmann series in networking.

[16]  Henry Hexmoor,et al.  Types and Limits of Agent Autonomy , 2003, Agents and Computational Autonomy.

[17]  Kecheng Liu,et al.  Norm-based agency for designing collaborative information systems , 2001, Inf. Syst. J..

[18]  Kara A. Latorella,et al.  The Scope and Importance of Human Interruption in Human-Computer Interaction Design , 2002, Hum. Comput. Interact..

[19]  F. Hussain Trust and Reputation for Service-oriented Environments , 2006 .

[20]  K. Suzanne Barber,et al.  Multi-Agent Planning under Dynamic Adaptive Autonomy , 1998, SMC'98 Conference Proceedings. 1998 IEEE International Conference on Systems, Man, and Cybernetics (Cat. No.98CH36218).

[22]  Thomas B. Sheridan,et al.  Humans and Automation: System Design and Research Issues , 2002 .

[23]  Henry Hexmoor,et al.  Swarm Control in Unmanned Aerial Vehicles , 2005, IC-AI.

[24]  Henry Hexmoor,et al.  A Prospectus on Agent Autonomy , 2003 .

[25]  Liz Sonenberg,et al.  On social commitment, roles and preferred goals , 1998, Proceedings International Conference on Multi Agent Systems (Cat. No.98EX160).

[26]  Jean Scholtz,et al.  Human-robot interaction: development of an evaluation methodology for the bystander role of interaction , 2003, SMC'03 Conference Proceedings. 2003 IEEE International Conference on Systems, Man and Cybernetics. Conference Theme - System Security and Assurance (Cat. No.03CH37483).

[27]  Robert Coram,et al.  Boyd: The Fighter Pilot Who Changed the Art of War , 2002 .

[28]  Nicholas R. Jennings,et al.  Towards a social level characterisation of socially responsible agents , 1997, IEE Proc. Softw. Eng..

[29]  Perry Luzwick Situational Awareness and OODA Loops: Coherent Knowledge-based Operations Applied , 2000 .

[30]  Joshua M. Epstein,et al.  Growing Artificial Societies: Social Science from the Bottom Up , 1996 .

[31]  Barbara Hayes-Roth,et al.  A social-psychological model for synthetic actors , 1998, AGENTS '98.

[32]  R. Yerkes,et al.  The relation of strength of stimulus to rapidity of habit‐formation , 1908 .

[33]  Victor R. Lesser,et al.  Implementing soft real-time agent control , 2001, AGENTS '01.

[34]  Robert M. Clark,et al.  Intelligence Analysis: A Target-Centric Approach , 2003 .