Models of human behaviour

Publikation: Beitrag in Buch/Konferenzbericht/Sammelband/GutachtenBeitrag in Buch/Sammelband/GutachtenBeigetragenBegutachtung

Abstract

To establish a successful integration of humans into a cyber-physical system, many challenges have to be overcome in the context of the Tactile Internet with Human-in-the-Loop. For a seamless integration of humans, communication latency constraints and safety requirements have to be met. Those can only be ensured when there is a clear understanding of human interactions, which directly calls for computational models of human goal-directed and habitual behaviours. In this chapter, we report on recent insights from cognitive neuroscience and formal methods towards models of human behaviours. These cover contextual inference as a cornerstone for faithfully modelling the assumptions under which a human operates stochastic operational models to improve reasoning about human behaviours with rigorous formal techniques, and how low-latency constraints can be formally guaranteed within these assumptions and models. We also propose new modelling principles from neuroscience that bridge the gap between the human brain and computation.

Details

OriginalspracheEnglisch
TitelHumans, Robots and Virtual Worlds in the Tactile Internet
Herausgeber (Verlag)Elsevier
Seiten207-220
Seitenumfang14
ISBN (elektronisch)978-0-443-30044-8
ISBN (Print)978-0-443-30045-5
PublikationsstatusVeröffentlicht - 1 Jan. 2026
Peer-Review-StatusJa

Externe IDs

ORCID /0000-0002-5321-9343/work/212487882
ORCID /0000-0001-8047-4094/work/212491252

Schlagworte

ASJC Scopus Sachgebiete

Schlagwörter

  • Contextual inference, formal methods, negative latency, neuroscience, reinforcement learning