Employment
2022 - Present
Peking University
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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。
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I have Multiple PhD openings, feel free to reach out.
01/2022 - Present
Visiting Lecturer, King's College London
05/2021 - 01/2022
Assistant Professor, King's College London
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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.
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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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At Huawei, I won multiple awards: Huawei Future Star 2019, Best Technology Breakthrough Award 2020, Bacon Prize 2020.
11/2015 - 04/2019
Senior Manager in Machine Learning, AIG
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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
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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).