PhD Opportunities in Reinforcement Learning in Luxembourg

Universiti Teknologi PETRONAS is seeking a motivated PhD candidate to join a research team working on Trustworthy and Safety-Constrained AI for Geological Carbon Storage . The project brings together artificial intelligence, reinforcement learning, uncertainty, and sustainability to address research challenges in geological carbon storage and carbon capture, utilization and storage (CCUS). The candidate will contribute to developing AI approaches that are trustworthy, safety-aware, and suitable ...

DTU Compute is offering PhD scholarships in machine learning for the optimization of cyber-physical systems . The project focuses on developing learning-based methods that can speed up analysis and improve the optimization of systems where exact solutions are too costly to compute in practice. The selected PhD student will work in the Embedded Systems Engineering section at the Technical University of Denmark and join a research environment centered on embedded, distributed, and cyber-physical s...

This PhD project at the IMDEA Software Institute in Madrid, Spain explores how machine learning can be combined with formal verification to build a more general synthesis framework. The research focuses on learning-enabled counterexample-guided inductive synthesis (CEGIS) , where learning methods help search efficiently through candidate solutions while verification checks correctness and returns counterexamples for further improvement. The advertised work aims to move beyond domain-specific syn...

DTU Compute is offering a PhD scholarship focused on developing machine-learning methods for faster analysis and optimization of cyber-physical systems. The project will connect learned prediction models with optimization methods to address analytical calculations and simulations that are too expensive to evaluate repeatedly within practical computing budgets. The PhD researcher will develop surrogate models for predicting outputs such as execution delays, energy use, and resource demands. Machi...

This PhD project is part of the HeatMinds MSCA Doctoral Network and is hosted by SINTEF Energy in close collaboration with Brunel University and other European partners. The advertised project, “Advanced Control Strategies for Dynamic Operation of High-Temperature Heat Pump Systems,” focuses on how high-temperature heat pumps can be controlled and integrated more effectively in dynamic industrial settings. The doctoral research combines thermal engineering with advanced control and optimisation....

The project is a PhD fellowship in the Centre for Machine Learning at the Data Science and Statistics Section of the Department of Mathematics and Computer Science (IMADA), University of Southern Denmark. The research focuses on probabilistic machine learning, with a particular emphasis on foundation-model-inspired approaches for multi-agent reinforcement learning. The PhD student will investigate new algorithmic principles that enable large populations of learning agents to solve open-vocabular...

The Artificial Intelligence Lab in the Department of Computer Science at Vrije Universiteit Brussel is offering a PhD position within Confident Data-Driven Decision Support (CoRDS) , a new European Doctoral Network funded under the Marie Skłodowska-Curie Actions. The project sits at the intersection of machine learning and operations research, with a strong focus on learning methods for optimization problems that must work across similar problem instances. The research topic is explainable, acro...

Ludwig-Maximilians-Universität München (LMU Munich) is seeking a research-position candidate in Artificial Intelligence to join the Institute of Artificial Intelligence in Management within the Munich School of Management and the Faculty of Mathematics, Informatics, and Statistics. The research team is led by Prof. Stefan Feuerriegel and brings together international researchers from machine learning, statistics, economics, and engineering. The group develops, implements, and evaluates AI algori...

Texas A&M University is advertising a fully funded PhD position in robot learning for precision agriculture , with an expected start in Spring 2027. The research will develop learning-based robotic systems for advanced agricultural applications. The project will investigate autonomous plant inspection, robotic manipulation and precision pest management. Students may work with imitation learning, reinforcement learning and sim-to-real transfer to enable robots to operate effectively in agricultur...