The group is quite diverse in research topics. Below you may find a list of the different research directions in RL, with the associated PhD student(s) focusing in this direction. Supervision varies over staff members.

Topic: PhD student

Transformers/language in RL: Andrius Bernatavicius, Michiel van der Meer

Intrinsic motivation: Zhao Yang

Transfer learning: Matthias Muller-Brockhausen

Meta-learning: Mike Huisman

Multi-agent RL: Annie Wong

Negotiation: Bram Renting

Quantum RL: Casper Gyurik, Simon Marshall

RL applications in chemistry: Alan Kai Hassen

Socially embedded RL: Tom Kouwenhoven