Delft University of Technology is offering a PhD position in reinforcement learning theory, aimed at advancing the understanding and development of new learning algorithms with formal performance guarantees. The project will focus on challenges related to reinforcement learning and function approximation methods, combining mathematical analysis with machine learning techniques. The successful candidate will be part of the Sequential Decision-Making group and will explore deep theoretical aspects of reinforcement learning. Ideal candidates should have a Master’s degree in Mathematics, Computer Science, Physics, or a related field, with a strong mathematical background and familiarity with statistics and optimization. The position offers a 4-year contract, competitive salary, and benefits. Applications are due by December 8, 2024.
