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Letter: Pick candidates who believe in facts and use them in making decisions

Ideal candidates will use inductive, deductive, and abductive reasoning before announcing decisions, Oak Ridge letter writer says. ....

Oak Ridge , United States , Abductive Reasoning ,

"Abductive Design of BDI Agent-based Digital Twins of Organizations" by Ahmad Ali Meqbel Alelaimat

For a Digital Twin - a precise, virtual representation of a physical counterpart - of a human-like system to be faithful and complete, it must appeal to a notion of anthropomorphism (i.e., attributing human behaviour to non-human entities) to imitate (1) the externally visible behaviour and (2) the internal workings of that system. Although the Belief-Desire-Intention (BDI) paradigm was not developed for this purpose, it has been used successfully in human modeling applications. In this sense, we introduce in this thesis the notion of abductive design of BDI agent-based Digital Twins of organizations, which builds on two powerful reasoning disciplines: reverse engineering (to recreate the visible behaviour of the target system) and goal-driven eXplainable Artificial Intelligence (XAI) (for viewing the behaviour of the target system through the lens of BDI agents). Precisely speaking, the overall problem we are trying to address in this thesis is to “Find a BDI agent program that best ....

Digital Twin , Digital Twins , Explainable Artificial Intelligence , Digital Twin Technology , Intelligent Agents , Abductive Reasoning ,

"XPlaM: A toolkit for automating the acquisition of BDI agent-based Dig" by Ahmad Alelaimat, Aditya Ghose et al.

A Digital Twin ideally manifests the same behaviour (in silico) of its physical counterpart. While considerable attention has been paid to the development of Digital Twins for physical devices/systems, the question of developing Twins for organizations has received relatively little attention. The setting in which we address this problem is very general and, consequently, very challenging. We look at the automatic acquisition of Digital Twins of organizations. To that end, this paper builds on the following two premises: (1) that Digital Twins of organizations can provide value, and (2) that Belief-Desire-Intention (BDI) agents are a particularly effective means for representing Digital Twins. The overall approach is to leverage the externally observable behaviour of the target system and then generate candidate BDI agent programs that best explain (in the sense of formal abduction) the observed behaviour. The candidate agent programs are generated by searching through potentially larg ....

Digital Twin , Digital Twins , Abductive Reasoning , Bdi Agents , Digital Twin ,