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About the Role

Huawei is seeking exceptional candidates to pursue research in robot learning, dynamics, and control for real robot systems. The role involves developing novel contributions, publishing in top-tier venues, and open-sourcing code. This is an opportunity to collaborate with a diverse team and apply innovations in the real world.

Responsibilities

• Develop high-impact research output in robot learning, dynamics, and/or control for real robot systems.
• Write research-level code for testing novel ideas and new approaches.
• Effectively communicate research findings through journal and conference publications.
• Aid in progressing research fields by open-sourcing code.

Requirements

• PhD in Robotics, Machine Learning, Computer Science, or related field.
• Exceptional masters students with real robot experience will be considered.
• Publications in top-tier conferences/journals (e.g., Science Robotics, TRO, ICRA, RSS, RAL, CoRL, ICML, ICLR, NeurIPS, Nature, JMLR).
• Experience working with real robots.
• Strong understanding of robotics and machine learning.
• Strong programming skills in Python.
• Experience with PyTorch.
• Experience with C++ (Desired).
• Understanding of transformer architectures and attention mechanisms (Desired).
• Training and deploying RL policies on real systems (Desired).

Skills

• Robot learning (imitation/reinforcement learning)
• Dynamics
• Control
• Real robot systems
• Embodied AI
• Behavior synthesis from natural language
• Dynamic modelling
• World models for robotics
• Python
• PyTorch
• C++
• Transformer architectures
• Attention mechanisms
• RL policy training and deployment

Location

• UK

Work Type

• Full-time

Experience Level

• PhD or exceptional Masters with experience

Education Level

• PhD
• Masters

About the Company

• Founded in 1987, Huawei is a leading global provider of information and communications technology (ICT) infrastructure and smart devices.
• Huawei has 207,000 employees and operates in over 170 countries and regions, serving more than three billion people.
• Huawei's vision is to bring digital to every person, home and organization for a fully connected, intelligent world.
• Huawei works in close partnership with leading academic institutions in the UK to develop and refine the latest technologies.
• Huawei has the largest Research and Development organization in the world with 96,000+ employees.
• Huawei has design centers in Cambridge, London, Edinburgh and Ipswich.
• Core values include: Staying customer-centric, Inspiring dedication, Persevering, Growing by reflection.