Connectionists: PhD Position in Machine Learning (Reinforcement Learning) at TU Eindhoven

Maryam Tavakol maryam.tavakol.ut at gmail.com
Sat Oct 31 09:16:14 EDT 2020


Dear all,

We are looking for a highly motivated and skilled PhD candidate to work in
the area of Machine Learning. *Potential topics* include, but are not
restricted to:
* (Deep) Reinforcement Learning
* (Contextual) Multi-Armed Bandits
* Counterfactual Learning
* Fairness-aware Learning
* Fairness in Reinforcement Learning
* Off-policy Reinforcement Learning
* Modeling Bias in Machine Learning
* Decision Making under Uncertainty
* Auto ML
* Explainable AI
* Recommendation Systems


The Uncertainty in Artificial Intelligence (UAI)
<https://uai.win.tue.nl/> group
is a new and quickly growing group embedded in the Data and AI (DAI)
cluster at the Eindhoven University of Technology. In the DAI cluster, we
aim at developing foundations of AI for the present and the future. This
includes the design of new AI methods, development of AI algorithms and
tools with a view at expanding the reach of AI and its generalization
abilities. In particular, we study foundational issues of robustness,
safety, trust, reliability, tractability, scalability, interpretability and
explainability of AI.


For more information, please follow this link:
https://jobs.tue.nl/nl/vacature/phd-position-in-machine-learning-864922.html

The position is available as soon as possible.

Best Regards,
Maryam Tavakol
http://maryamtavakol.com/
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