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2022 - Present

Institue for AI, Peking University

  • (tenure-track) Assistant Professor at Institute for AI

  • Research interest: multi-agent reinforcement learning

  • I have Multiple PhD openings (24 fall ran out!), feel free to reach out. 

01/2022 - Present

Visiting Lecturer, King's College London

05/2021 - 01/2022

Assistant Professor, King's College London

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

  • Teaching: Pattern Recognition and Neural Network.

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

05/2019 - 05/2021

Principal Research Scientist, Huawei 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. 

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. 

  • 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.

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

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