Scholar
Wouter M. Kouw
Google Scholar ID: st1j2_EAAAAJ
Eindhoven University of Technology
Citations & Impact
Citations
1,626
H-index
10
i10-index
11
Publications
20
Co-authors
19
list available
Publications
Resume (English only)
Academic Achievements
- Publications: 'Message passing-based inference in an autoregressive active inference agent' and several other papers; Projects: CONTACT-AI (aims to transform legged robots into contact-rich explorers), ABIAS (Analysis of Bayesian Intelligent Autonomous Systems) among others.
Research Experience
- Currently a researcher at the Bayesian Intelligent Autonomous Systems lab, Electrical Engineering department of TU Eindhoven, focusing on deploying active inference agents, which perform Bayesian inference via message passing in graphical models, to mobile robots to assist humans with dangerous, dirty, or dull work.
Education
- PhD in Computer Science, 2018, Delft University of Technology; MSc in Neuroscience, 2013, Maastricht University.
Background
- Interests: Intelligent autonomous systems, Probabilistic machine learning, Variational Bayesian inference, Neural information processing. Background: Dual background in neuroscience and computer science. Biography: Researcher at the Bayesian Intelligent Autonomous Systems lab, Electrical Engineering department of TU Eindhoven, focusing on designing, developing, and analyzing probabilistic machine learning systems that learn from interactions with their environment, notably active inference agents.
