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Syddansk Universitet1 day ago

Postdoc Position in Neuro-morphic Reinforcement Learning

On-site · Odense, South Denmark, Denmark

Type
Full Time
Level
Entry Level
Education
Doctorate Or Professional Degree
Company size
Large
Industry
Education Services

Job Summary

Postdoc position in neuro-morphic reinforcement learning focusing on algorithmic/theoretical foundations of RL for high-dimensional dynamical systems, intersection of deep RL, probabilistic modeling, and bio-inspired architectures (e.g., Spiking Neural Networks). Responsibilities include proving theoretical guarantees (convergence, stability, sample complexity) for control tasks in non-stationary environments and implementing scalable simulations; integration with ADIN Lab and collaboration for publications at top-tier venues; teaching assistant duties. Requires PhD and strong publication track record; programming in Python with PyTorch/JAX; familiar with probabilistic ML and bio-inspired neural architectures; located at SDU Odense, Denmark.

Required Qualifications

  • PhD in Computer Science, Mathematics, Statistics, or Theoretical Physics at time of employment
  • Publication Track Record: at least two first-author papers in flagship ML venues (NeurIPS, ICML, ICLR, AISTATS)
  • Theoretical rigor in RL foundations (convergence, finite-sample analysis)
  • Implementation expertise in Python, PyTorch/JAX; scalable RL pipelines or simulation environments
  • Desire to contribute to fundamental ML research
  • Excellent English communication skills
  • Place of work: Odense, Denmark
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Syddansk Universitet

Postdoc Position in Neuro-morphic Reinforcement Learning

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