Human-Aware AI / zu Modul CS4521-KP12


This course is part of the module CCS (CS4521-KP12), which also includes the lecture Models for human intelligent Assistance, which is offered in the winter semester. In summer semester 2025, there will be the lecture "Human Aware AI" (3 SWS) and the exercise with project (3 SWS – 2 in presence 1 in project work flexible).

Lecturer: Prof. Dr. Nele Rußwinkel

Assisted by: Thomas Sievers, Rebecca von Engelhardt, Bastian Mannerow

Time and Place:
Lecture: Wednesday 10:15 - 11:45 at IFIS 2035
Exercise: Friday 12:15 - 13:45 at IFIS 2035 and (optional) 14:00 - 15:00 Uhr at PC Pool 3, PC Pool 4

Start:
Lecture: Wednesday, 9th of April 2025
Exercise: Friday, 11th of April 2025

Scope:

  • Introduction to Perceived Trust and Trustworthyness in a System, in an Interaction, in an Artificial Interaction partner
  • Introduction into the Field of 'Human Centered AI'.
  • How to construct the understanding of our environment/ System Mechanism/ Interaction Partner?
  • Beliefs, Expectations, Intentions and 'Human-Aware AI'?
  • Structured Representations – Human-in-the-loop & Situation Awareness
  • Interacting with “Intelligent” Systems – Autonomous Driving – Agency – Task Analysis
  • Different Types of Mental Models – e.g. Person Models
  • Transparency (perceived) - Beneficial an Human Compatible AI
  • Control – Sense of Control – Shared Control – Teaming (Team awareness) Team Fluency
  • Bounded Rationality – Real-Time Systems - Heuristics – Workload Capacity
  • Teaming – Coordination – Collaboration – Joint action – Role of Expectations
  • Turn Taking – Perspective Taking – Example HRI (Team Trust)
  • Explainability, Explicability
  • Intentions – Anticipation - Theory of Mind – in Trust
  • Give Explanation on Demand – Challenges
  • Reaction to Mistakes and Misalignments – Model Reconcilation
     

Further information: Further information (scripts, organisation of the exercise groups, exercise material, etc.) on the lecture can be found in the corresponding Moodle course at the University of Lübeck. You must enrol in the course yourself to access it.