Introduction to prognostic normative reasoning

Authors:
Jean Oh;Felipe Meneguzzi;Katia Sycara;Timothy J. Norman
Affiliations:
Robotics Institute, Carnegie Mellon University, Pittsburgh, PA;Robotics Institute, Carnegie Mellon University, Pittsburgh, PA;Robotics Institute, Carnegie Mellon University, Pittsburgh, PA;Dept. of Computing Science, University of Aberdeen, Aberdeen, UK
Venue:
AAMAS'11 Proceedings of the 10th international conference on Advanced Agent Technology
Year:
2011

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Abstract

Human users planning for multiple objectives in coalition environments are subjected to high levels of cognitive workload, which can severely impair the quality of the plans created. The cognitive workload is significantly increased when a user must not only cope with a complex environment, but also with a set of unaccustomed rules that prescribe how the coalition planning process must be carried out. In this context, we develop a prognostic assistant agent that takes a proactive stance in assisting cognitively overloaded users by providing timely support for normative reasoning---reasoning about prohibitions and obligations.