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Cognitive Science as a Source of Forward and Inverse Models of Human Decisions for Robotics and Control | Reading Group

September 16, 2025 @ 11:00 am - 12:00 pm

Welcome to the reading group presentation!

In this presentation, Manisha will present a paper which explores how computational cognitive science helps us understand human decision-making using tools like probability theory, reinforcement learning, and statistical modeling. It reviews models that explain both how people make decisions (forward models) and how they reason about others’ decisions (inverse models). The authors highlight recent progress in integrating black-box learning with theory-driven approaches and reframe heuristics as rational strategies under cognitive constraints. The work bridges cognitive science with control and optimization perspectives.

Paper Link: Please find the relevant paper here.

Coming soon!
Manisha Dubey is a Research Associate in Generative Modelling of Human Behaviour.

Details

  • Date: September 16, 2025
  • Time:
    11:00 am - 12:00 pm

Organizer

Venue

  • Informatics Forum (MF2)
  • 10 Crichton Street
    Edinburgh, EH8 9AB United Kingdom
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