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About the Role

The London Office of UKRD is dedicated to researching and building sustainable, generalizable, and evolvable Agent systems. We are seeking passionate, creative talents with expertise in Agents and reinforcement learning to join our team and conduct cutting-edge research together.

Responsibilities

• Participate in the design and development of Agent memory systems to equip Agents with ultra-long context processing capabilities and address memory degradation issues in long-running execution environments.
• Work on building self-evolution capabilities for Agents.
• Explore unified representation and optimisation techniques for Agent Harness to realise continuous evolution of the Agent Harness framework.
• Investigate Agent optimisation techniques based on parametric and non-parametric reinforcement learning.
• Build collaborative update pipelines linking Agent policy models and Agent Harness.

Requirements

• Solid engineering implementation skills OR profound theoretical foundations (candidates must excel in at least one of the two, with promising potential in the other).
• In-depth theoretical understanding or hands-on practical experience in related fields including Agents, LLM reasoning and reinforcement learning.
• Commitment to sufficient working hours: full-time researchers work five days per week; interns are required to work 2–3 days per week for a minimum duration of six months.
• First-author publications at top-tier conferences or journals including ICLR, NeurIPS, ICML, ACL, EMNLP and so on.
• High-citation research papers or influential open-source Agent projects.
• Outstanding rankings in relevant competitions such as Kaggle and ARC-AGI.

Skills

• Agents
• Reinforcement learning
• LLM reasoning

Location

• London

Work Type

• Full-time
• Internship

Experience Level

• Researcher
• Intern

About the Company

• Founded in 1987, Huawei is a leading global provider of information and communications technology (ICT) infrastructure and smart devices.
• We have 207,000 employees and operate in over 170 countries and regions, serving more than three billion people around the world.
• Our vision and mission is to bring digital to every person, home and organization for a fully connected, intelligent world.
• Huawei Research and Development UK Limited collaborates 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 in research centers around the globe.
• In the UK, we already have design centers in Cambridge, London, Edinburgh and Ipswich.
• We continue to explore and define new research directions and new services.
• We have expanded our collaborations with academic researchers; researched new network architectures, integration of communications and key enabling technologies; and developed the fundamental theories of these technologies.