ADAPT4CONTROL
Fast Adaptation Methods for Continual Optimal Control
![example image](/assets/img/adapt4control.png)
The main research question is to set the foundations of fast adaptation in continual learning. His hypothesis is that this problem can be solved by capturing information-rich invariant representations using tools of causal inference and intervening into the environment to maximize information gain. His project will address three fundamental questions:
- Which exact mechanisms should be used to capture invariance?
- How can optimal interventions be planned?
- How can it be theoretically guaranteed that the eventual feedback loop constructs a virtuous cycle?
![example image](/assets/img/nnflogo.png)
The project is funded by the Novo Nordisk Foundation.