Models of human behaviour
Publikation: Beitrag in Buch/Konferenzbericht/Sammelband/Gutachten › Beitrag in Buch/Sammelband/Gutachten › Beigetragen › Begutachtung
Beitragende
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
| Originalsprache | Englisch |
|---|---|
| Titel | Humans, Robots and Virtual Worlds in the Tactile Internet |
| Herausgeber (Verlag) | Elsevier |
| Seiten | 207-220 |
| Seitenumfang | 14 |
| ISBN (elektronisch) | 978-0-443-30044-8 |
| ISBN (Print) | 978-0-443-30045-5 |
| Publikationsstatus | Veröffentlicht - 1 Jan. 2026 |
| Peer-Review-Status | Ja |
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