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Research Fellow - Embodied AI & Dex Hands

ntu · NTU Main Campus

New
Senior 🇬🇧 English
PyTorch Python Deep learning Vision-Language-Action models Reinforcement learning

Job description

About the role

The School of Mechanical & Aerospace Engineering at Nanyang Technological University (NTU) is seeking a Research Fellow to join its team focused on integrating multimodal large language models (LLMs) with embodied AI. The fellow will develop and deploy Vision-Language-Action (VLA) models for real-world robotic applications such as autonomous task execution and human-robot interaction.

Key responsibilities

  • Design and implement VLA models and world models.
  • Develop and optimise deep learning algorithms so robotic arms can perform complex tasks guided by natural language instructions.
  • Use PyTorch to train and fine-tune models on multimodal datasets.
  • Experiment with and deploy vision-language-action models on robotic platforms.
  • Collaborate with a multidisciplinary team to advance embodied intelligence.
  • Publish high-quality research in top-tier conferences and journals.

Required profile

  • Ph.D. in Computer Science, Robotics, AI or a related field.
  • At least 4 first-author papers on AI and robotics.
  • Hands-on experience with robotic systems, particularly robotic arms.
  • Demonstrated ability to conduct independent research and contribute to collaborative projects.

Required skills

  • Expertise in deep learning, multimodal LLMs and Vision-Language-Action models.
  • Strong Python programming, with significant PyTorch experience.
  • Familiarity with human-robot interaction and reinforcement learning is a plus.

Only shortlisted candidates will be notified.

Questions fréquentes

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Source : ats:workday

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Published 9 hours ago

Expires 1 month from now

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ntu

NTU Main Campus