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A*STAR - Agency for Science, Technology and Research · Singapore, Singapore

Scientist (SRA/ARM), SIMTech

full timePosted 2 days ago
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Role Summary

About The Role

We are seeking for an Embodied AI Scientist to conduct fundamental and applied research in humanoid robotics, with a particular emphasis on actuator-centric embodied intelligence. The successful candidate will contribute to the development of learning-enabled control and decision-making frameworks that are deeply integrated with the physical dynamics, sensing and actuation of humanoid robotic systems. You are expected to work in a multidisciplinary research group spanning robotics, control, artificial intelligence and mechatronic system

Job Description

- Conduct research on embodied AI methods for humanoid robots, focusing on joint-level actuation, compliance, force interaction and energy-efficient motion

- Develop learning-based and model-based control strategies that explicitly account for actuator dynamics, nonlinearities and other physical constraints

- Integrate multi-modal sensing which includes closed-loop control of position, force/torque, tactile and visual feedback as well as deployment of learning control architectures such as reinforcement learning

- Adapt Controller tuning transfer challenges through system identification, domain adaptation and adaptive control methods

- Investigate safe and constrained learning approaches for humanoid locomotion and manipulation under uncertainty.

- Integration of the mechanical transmission, actuator and control system into the humanoid robot to demonstrate the embodied intelligence

- Design and conduct experimental studies using humanoid joint modules, actuation testbeds and full-body robotic platforms

JOB REQUIREMENT

- Ph.D. degree in Mechanical, Electrical, Control or Mechatronics Engineering

- 3-5 years of work experience or similar is preferred

- Fresh graduates are also encouraged to apply

We Value The Following Skills And Experience

- Experience with the development and control of humanoid robotics systems

- Knowledge of machine learning applications in motion control, such as reinforcement learning will be a plus

- Good understanding of the various actuation principles and up to date with state-of-the-art actuation technologies

- Experience with the design and integration of BLDC and/or PMSM electric motors in robotics joint module

- Familiarity with numerical simulation software tools e.g. Ansys maxwell, Comsol Multiphysics, JMAG

- Experience with the prototyping and assembly of actuator components e.g. frameless motor assembly

- Good working knowledge of digital control techniques and hardware implementation in embedded controllers

- Proficiency in programming languages such as C, C++, Python, or MATLAB.

- Familiarity with industrial communication protocols (e.g., CAN, EtherCAT, Modbus).

- Excellent problem-solving and analytical skills

- Good communications skills and the ability to work in a team

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