Employment

01/2022 - Present

​北京大学

  • 人工智能研究院助理教授，通用人工智能研究院研究员

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  • 研究方向：强化学习，多智能体系统，博弈论。

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  • 现有多个2023级博士名额，欢迎对强化学习/多智能体强化学习感兴趣的同学垂询。

01/2022 - Present

Visiting Assistant Professor, King's College London

05/2021 - 01/2022

Assistant Professor, King's College London

  • Assistant professor (UK Lecturer) at the Department of Informatics.

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  • Teaching: Pattern Recognition and Neural Network.

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  • Research focus: multi-agent learning, reinforcement learning, game theory. 

05/2019 - 05/2021

Principal Research Scientist, Huawei Technologies U.K.

  • I am the techlead of multi-agent learning at the Decision Making and Reasoning Lab of Huawei Noah's Ark (a.k.a AI Lab). We work on various projects that require multi-agent techniques, including autonomous driving and network control. 

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11/2015 - 04/2019

Senior Manager in Machine Learning, AIG

  • I led a thread of machine learning research force at the Science department of AIG, a Tier-1 organisation reporting to CEO. I was one of the youngest senior manager at AIG worldwide when promoted. 

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  • My mandate was to develop AI-powered modelling innovations for insurance-related problems including auto policy pricing, distribution modeling, client risk profiling, asset allocations. Our work consistently got exposed at NIPS and ICML workshops. 

10/2014 - 10/2015

Quantitative Analyst, London Capital Group

  • This was a research project sponsored by LCG and the EPSRC funding from the UK government. Its aim was to analyse retail traders' trading behaviours on the spread betting/CFD markets, and detect highly-risky traders so as to manage the systematic risk.

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  • My work improved the hedging performance for LCG by 16%, and the technical report was published on European Journal of Operations Research (JCR Q1).