[Jobs] PostDoc position in RL at Mila

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Glen Berseth

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Feb 21, 2024, 3:28:19 PM2/21/24
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Hello All,

Looking to shape the future of deep reinforcement learning? Interested in doing research in a stimulating, collaborative academic environment?

We (Marc Bellemare & Glen Berseth) are hiring a postdoctoral researcher to collaborate across our labs of ~20 students in total. This position will be at Mila, the world-renowned AI hub located in Montreal, Canada – home to over 900 people pushing the boundaries of AI research. For this call, we are prioritizing candidates with experience in deep reinforcement learning or planning. However, candidates who overlap in related areas are encouraged to apply.

Related research areas

  • Reinforcement learning

  • Exploration in reinforcement learning

  • Risk sensitive decision making

  • Intrinsic motivation / curiosity-driven behaviour (Unsupervised RL)

  • Representation learning in RL

  • Self-supervised learning

  • Distributional reinforcement learning

  • Robot Learning

  • Decision-making under uncertainty

  • Foundational models for decision making

Candidates should

  • Be interested in mentoring opportunities

  • Have completed (or will soon complete) a PhD in reinforcement learning or adjacent topic

  • Have some proficiency in Python and ML tools for Python

  • A track record of publishing at top international venues (e.g., ICRL, ICML, NeurIPS, JMLR, TMLR, AAAI, CoRL, etc.).

  • A demonstrated ability to initiate new research projects and a desire to lead a research team.

Application procedures

Please fill out this form to apply for the position.

We will directly contact shortlisted applicants – we may not be able to respond to follow-up requests.


--
Glen Berseth, Ph.D. (he/him/il)
Assistant Professor at Université de Montréal in Reinforcement Learning and Robotics.
Canada CIFAR AI Chair, Core Academic Member of Quebec AI institute (Mila)
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