Cognitive Engineering Challenges of Managing Swarms of Self-Organizing Agent-Based Automation
- 1 July 2000
- journal article
- Published by SAGE Publications in Proceedings of the Human Factors and Ergonomics Society Annual Meeting
- Vol. 44 (6), 568-571
- https://doi.org/10.1177/154193120004400606
Abstract
Function allocation, mode errors, and misuse of automation have become increasingly important research topics as technology has become more sophisticated. These and related problems will emerge as critical research issues as self-organizing, agent-based automation becomes more prominent. While current research has studied how people control a small number (2 to 10) of agents, the future will likely introduce the challenge of supervising hundreds of agents. Complex automation that is built from hundreds of loosely connected intelligent agents may exhibit powerful new adaptive behaviors. This emergent behavior may not be an intuitive extension of individual agent behavior. Addressing the challenge of this new technology will require a theoretical understanding of human behavior that goes beyond a task-based description of well-defined scenarios. Several important research questions include: What is the best way to support effective management of the agents? How can potential problems among the agents be identified and predicted? What display concepts are most effective for controlling large numbers of agents? How can the emergent agent behavior constrained so that it is comprehensible to human operators?Keywords
This publication has 11 references indexed in Scilit:
- Team Play with a Powerful and Independent Agent: Operational Experiences and Automation Surprises on the Airbus A-320Human Factors: The Journal of the Human Factors and Ergonomics Society, 1997
- Honey Bee Colonies are Group‐Level Adaptive UnitsThe American Naturalist, 1997
- Self-organization in social insectsTrends in Ecology & Evolution, 1997
- The Future of Function AllocationErgonomics in Design: The Quarterly of Human Factors Applications, 1996
- Complex trails and simple algorithms in ant foragingProceedings Of The Royal Society B-Biological Sciences, 1995
- How in the World Did We Ever Get into That Mode? Mode Error and Awareness in Supervisory ControlHuman Factors: The Journal of the Human Factors and Ergonomics Society, 1995
- Trust, self-confidence, and operators' adaptation to automationInternational Journal of Human-Computer Studies, 1994
- Trust, control strategies and allocation of function in human-machine systemsErgonomics, 1992
- Pilot Interaction With Cockpit Automation: Operational Experiences With the Flight Management SystemThe International Journal of Aviation Psychology, 1992
- Ironies of automationAutomatica, 1983