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Posted 2 months ago

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Embodied AI Researcher (VLA Models)

SingaporeOn-siteFull-time

AI Summary

Embodied AI Researcher focuses on building and applying foundation models for robotics, designing experiments to test zero-shot generalization and integrating AI with robotic control policies.

About this role

We are seeking an innovative and experienced Embodied AI Researcher, focusing on the development and application of foundation models in robotics. The successful candidate will contribute to cutting-edge research, designing models and experiments that advance the field of robotics through deep learning and zero-shot generalization.

Responsibilities:

  • Train foundation models for robotics, utilizing architectures similar to RT-X.
  • Align text-based reasoning processes with low-level robotic control policies.
  • Design and conduct experiments to evaluate zero-shot generalization in robotic systems.
  • Collaborate with interdisciplinary teams to integrate AI models into practical robotic applications.
  • Document and present research findings at internal and external conferences.

Qualifications:

  • PhD or equivalent research experience in Deep Learning and Robotics.
  • Proven track record of publications in top-tier conferences such as CoRL, ICRA, and NeurIPS.
  • Practical experience with imitation learning and behavior cloning techniques.
  • Strong programming skills in Python and familiarity with machine learning frameworks such as TensorFlow or PyTorch.
  • Excellent problem-solving skills and the ability to work independently and as part of a team.

Skills

Behavior CloningControl PoliciesCoRLDeep LearningExperiment DesignFoundation ModelsICRAImitation LearningMachine Learning FrameworksNeurIPSPublicationsPythonPyTorchResearch MethodsRoboticsRT-XTensorFlowZero-shot Generalization

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