Postdoc: Neuro-Morphic RL for Adaptive Robotics

University of Southern Denmark (SDU); Denmark; On-site; DKK 313,432 - 417,910; Full time

Job summary

The University of Southern Denmark (SDU) is inviting applications for a postdoctoral research fellowship in neuro-morphic reinforcement learning, set to begin no later than October 1, 2026. This role involves advancing reinforcement learning within high-dimensional systems, with a strong emphasis on theoretical and algorithmic development.

Successful candidates will have a PhD, a proven publication track record in leading ML conferences, and outstanding programming skills. This position requires collaboration in the ADIN Lab and contributions to teaching responsibilities.

Qualifications

• A PhD in the relevant field at the time of employment.
• At least two first-author research papers in top-tier ML venues.
• Deep understanding of reinforcement learning foundations.

Responsibilities

• Advance algorithmic and theoretical foundations of reinforcement learning.
• Prove theoretical guarantees for control tasks in adaptive systems.
• Collaborate and publish in top-tier venues.

Skills

Reinforcement learning foundations

Scientific programming (Python, PyTorch/JAX)

Communication skills in English

Education

PhD in Computer Science, Mathematics, Statistics, or Theoretical Physics

Tools

Python

PyTorch

JAX

Job description

The University of Southern Denmark (SDU) is inviting applications for a postdoctoral research fellowship in neuro-morphic reinforcement learning, set to begin no later than October 1, 2026. This role involves advancing reinforcement learning within high-dimensional systems, with a strong emphasis on theoretical and algorithmic development.

Successful candidates will have a PhD, a proven publication track record in leading ML conferences, and outstanding programming skills. This position requires collaboration in the ADIN Lab and contributions to teaching responsibilities.