Portrait Naren Vasantakumaar Naren Vasantakumaar Personal page

About

I am a PhD candidate at the AICOR Institute for Artificial Intelligence at the University of Bremen. I am also an associated fellow of the CAUSE research group. My research focuses on Knowledge Representation and Reasoning of Cyber-Physical Systems using probabilistic modelling. Below is an overview of my current and previous research topics.

Current Research Topics

  • Knowledge Representation & Reasoning (KR&R)
  • Probabilistic Learning and Reasoning
  • Causality-based Reasoning
  • Semantic Digital Twins for CPS
  • Cognitive Robotics & Autonomous Systems

Past Research Topics

  • AI and Machine Learning
  • Computer Vision and Image Processing
  • Deep Learning
  • Generative AI and Transformers
  • Robotics and Autonomous Systems

Other Research Topics

  • Dynamical Action-Based Explanations
  • Ontology-Based Explanation
  • Vision Transformer Models

Projects