PhD Opportunities in Reinforcement Learning in Turkey

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...

Rosenheim Technical University of Applied Sciences is recruiting a PhD researcher or postdoctoral researcher to join its AI research group in Rosenheim, Germany. The project focuses on artificial intelligence for production scheduling , with potential use of transformer-based methods and reinforcement learning. The researcher will contribute to AI research addressing scheduling problems in production environments, developing and applying modern machine-learning approaches to improve decision-mak...

Helmholtz-Zentrum Hereon is offering a four-year PhD position in physics-guided digital twin development at the Institute of Material and Process Design in Geesthacht, Germany. The project combines machine learning with computer simulations to address complex problems in materials science, computational engineering and advanced manufacturing. The doctoral researcher will develop supervised, unsupervised and reinforcement-learning models for clustering, classification and regression. These models...

Google Cloud CoreML is seeking a PhD Software Intern/Student Researcher for Summer 2027 to work on long-horizon coding and computer-use multi-agent systems. The project sits at the intersection of large language models, agent post-training, multi-agent coordination, and reliable interaction with complex digital environments. The research topics include supervised fine-tuning and reinforcement-learning post-training for multi-agent systems, orchestration frameworks, and benchmark development for ...