2 PhD Positions in Reinforcement Learning

Aalto University is seeking two PhD candidates to contribute to an ERC Starting Grant project focused on ergodicity-aware continual reinforcement learning. The research aims to innovate theoretical and algorithmic strategies for reinforcement learning in dynamic environments, emphasizing continual learning and decision-making in non-ergodic contexts. Successful applicants will engage in cutting-edge research that addresses long-term performance challenges in reinforcement learning. This position offers an opportunity to work in a collaborative and intellectually stimulating environment.

• Conduct research on ergodicity-aware continual reinforcement learning.
• Develop new theoretical frameworks and algorithms for reinforcement learning.
• Collaborate with team members on research projects and publications.
• Present research findings at conferences and workshops.
• Contribute to the overall goals of the ERC Starting Grant project.