Supporting Medical Team Decision in the Neonatal Domain: How Safety and Security Risk Management Through Cyberspace Can Be Supported by Adaptive Agent Network Models with Internal Mental Models
摘要
In this chapter, it is shown how second-order adaptive agent-based network models can be used to model a medical team supported by a virtual AI Coach. It is illustrated for the case of a newborn baby in danger. The design of these computational agent models is based on an adaptive self-modeling network modeling approach. It also addresses how the AI Coach can play a central role in organizational learning. The agent models enable representations and processing of all actors’ internal mental models and internal simulation of these mental models, adaptive changes of these mental models (learning and forgetting), and the interaction between the actors and the world.