Computational Modeling of Motivation, Emotion & Coping (Project Work)

What it is about

You will learn the basics of motivation, emotion and coping as well as their neuroscientific foundations and apply this knowledge to computer-supported models. In the end you will be able to use agent-based models, machine learning and simulations to investigate questions of motivation, stress and coping, and to develop and present an independent project.

What you will be able to do

• Understand and apply theories of motivation, emotion and coping
• Employ computational tools and techniques (Agent-based Modeling, ML, Simulation)
• Create and apply your own computational models
• Carry out and document a computer simulation or an implementation project

What the module consists of

• Lecture / InputConveying the theoretical foundations of motivation, emotion and coping as well as computational methods
• Practical sessions / computer exercisesPractice in programming, simulations and modeling techniques
• Project workDevelopment, implementation and presentation of an own project with documentation
• Case studies / discussionsApplication of the models to practical examples and peer feedback

Teaching method

• TeachingDelivery of core content
• Case StudiesApplication of theoretical concepts to concrete examples
• Computer SimulationsImplementation and testing of models
• Blended Learning / Flipped ClassroomPreparation at home and active sessions for deepening
• Self-Study / Study Groups / Peer LearningIndependent work and peer support
• Problem-Based Learning (PBL) / BrainstormingDevelopment of own questions and approaches
• FeedbackQualitative feedback on projects and presentations