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公司简介
Huawei Hong Kong Research Center was established in 2018, focusing on chipsets, software engineering, AI, and theoretical researches. We are currently seeking high-caliber Engineers and Researchers at all levels to join our new team.
Huawei Noah’s Ark Lab - Decision Making and Reasoning Lab Researcher/ Post-doc/ Intern
工作城市：
香港
职位描述：
Study advanced decision-making and optimization theories, including reinforcement learning, multi-agent systems, black box optimization, and neural combinatorial optimization. Focus on researching advanced uncertainty modeling, and improving the sample efficiency of zero-order optimization, sequential decision making and combinatorial optimization. Responsible for applying methods aforementioned to telecommunication network optimization.
职位要求：
Qualifications:
- Master or PhD in Computer, Communication or Mathematics; The internship period is at least three months for intern application, and preferred if longer than 6 months.
- Solid knowledge or experience in statistics, optimization and machine learning;
- Have good programming skills and analytical problem solving skills；
- Proficient in Python language and at least one framework such as Tensorflow or Pytorch.
Merits:
- Have research experience in wireless network, WiFi, optical network;
- Familiar with reinforcement learning / Bayesian optimization / Gaussian process / Bayesian neural network/federated learning;
- Published papers in the top conference such as ICLR, ICML, KDD, NeurIPS.
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