Description
The Deep Learning laboratory in the Division of Science, New York University Abu Dhabi, seeks to recruit a Post-Doctoral Associate to work on developing new theories, algorithms, and applications for Deep Reinforcement Learning (DRL).
The successful applicant will work closely with Professor Keith Ross and his team to advance deep reinforcement learning and, more generally, deep learning. The team will work on online and offline DRL, and on on-policy and off-policy algorithms. The team will explore applications to Natural Language Processing (NLP), robotics, transportation, and science. The team will also explore using mathematics to develop a fundamental understanding of why various DRL algorithms work and don t work. The candidate will work with a small team of researchers, PhD students, graduate and undergraduate students.
Applicants must have a Ph.D. in Computer Science or Mathematics, have in-depth knowledge of probability theory, algorithms, computation, and deep learning, and also must have significant experience with the deep-learning framework PyTorch. Prior post-doctoral experience in computer science or mathematics is also desirable.
The terms of employment are very competitive and include housing and educational subsidies for children. Applications will be accepted immediately and candidates will be considered until the position is filled. To be considered, all applicants must submit a cover letter, curriculum vitae, transcript of degree, a one-page research statement, and at least 2 letters of recommendation, all in PDF format, via Interfolio.
If you have any questions, please email Professor Keith Ross at [email protected]
About NYUAD
NYU Abu Dhabi is a degree-granting research university with a fully integrated liberal arts and science undergraduate program in the Arts, Sciences, Social Sciences, Humanities, and Engineering. NYU Abu Dhabi, NYU New York, and NYU Shanghai, form the backbone of NYU s global network university, an interconnected network of portal campuses and academic centers across six continents that enable seamless international mobility of students and faculty in their pursuit of academic and scholarly activity. This global university represents a transformative shift in higher education, one in which the intellectual and creative endeavors of academia are shaped and examined through an international and multicultural perspective. As a major intellectual hub at the crossroads of the Arab world, NYUAD serves as a center for scholarly thought, advanced research, knowledge creation, and sharing, through its academic, research, and creative activities.
EOE/AA/Minorities/Females/Vet/Disabled/Sexual Orientation/Gender Identity Employer
UAE Nationals are encouraged to apply.
Application Process
This institution is using Interfolio’s Faculty Search to conduct this search. Applicants to this position receive a free Dossier account and can send all application materials, including confidential letters of recommendation, free of charge.
Equal Employment Opportunity Statement
For people in the EU, click here for information on your privacy rights under GDPR: www.nyu.edu/it/gdpr
NYU is an equal opportunity employer committed to equity, diversity, and social inclusion.
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