PhD, Master’s & Postdoc Opportunities in Reinforcement Learning in Sweden

Umeå University is offering a PhD position in Computing Science focused on machine learning for graph transformations . The project explores a hybrid approach combining deep learning with grammatical inference to create models that are interpretable, efficient, and mathematically verifiable while retaining the flexibility of neural methods. Graphs are increasingly important for representing structured information, including sentences, computer programs, social networks, and outputs from generati...

This PhD project at Umeå University sits in the Department of Computing Science and focuses on machine learning for graph transformations . The research aims to combine deep learning with grammatical inference to build models that are interpretable, efficient, and mathematically verifiable, while still benefiting from the flexibility of neural methods. The project is centered on graphs as a representation of structured information, from sentences and computer programs to social networks, and on ...