Within TNO I work in the department of Human–Machine Teaming within the team Human–Agent/Robot Teaming. My research focuses on extending the capabilities of AI systems with those they need to effectively and safely collaborate with all those involved. My focus is on AI systems that act as decision support systems (i.e., diagnostic support in healthcare), offer operator support (i.e., remote operators for autonomous sailing) or generally act as virtual agents (i.e., information gathering agents for the police). Aside from that, I work with physical autonomous systems and how they should perform their tasks and behave such that they fit in a team consisting of humans and systems.
Below a list of my current projects and a few highlights of past projects. Also have a look at my other activities such as my community and open source projects, and my explainable AI research that has my focus.
Current TNO projects
How can humans collaborate better with AI systems?
Through explainable AI!
My explainable AI research contributes to a more responsible use of AI systems by providing humans the needed understanding how such systems make their decisions.XAI research