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Position: PhD in Stochastic Clustering for Faster Reinforcement Learning
Institution: Eindhoven University of Technology
Location: Eindhoven, North Brabant, Netherlands
Duties: We have established a strategic research collaboration between TU/e, KPN, and EAISI called Valuable Al. The Valuable Al team consists of mathematicians adept at machine learning and optimization under uncertainty, industry experts on complex telecommunication systems and advanced analytics, and enthusiastic students. We collaborate to develop and implement advanced Al learning methods
Requirements: have a MSc degree in Mathematics, and a specialization in (applied) probability theory, stochastic operations research, optimization, or statistics; are familiar with and intrigued by some concepts: stochastic processes, concentration inequalities, clustering/community detection, (reinforcement) learning techniques, change-of-measure arguments, bandit optimization, decision theory, and asymptotic analyses
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