MEi:CogSci Project & Machine Learning

In our dept.: CNC Research Group

CogSci Related Modeling

  • Connectionism ❤
  • Reinforcement learning
  • Bayesian networks
  • Clustering analysis
  • Conceptual spaces and distinguishing criteria

ML Problem/Dataset

Cognitive robotics

  • Embodied and Grounded Cognition
  • Sensorimotor integration and grounding
  • Vision - recognition, reference frames, ...
  • Proprioception and autonomous body exploration
  • Language acquisition and processing, cognitive semantics
  • (Hierarchical) Reinforcement Learning
  • Human-robot interaction