Dongge Han
Senior Researcher in GenAI @ Microsoft Cambridge
2024 Jul | Senior Researcher@Microsoft Cambridge
I am joining Microsoft as a senior researcher on Generative AI to advance the efficiency across AI systems.
2023 Aug | Postdoc@University of Edinburgh
I worked as a postdoc research associate on LLM and RL for household robotics at the University of Edinburgh, where I work with Prof. Amos Storkey, Prof. Peter Bell and Dr. Stefano Albrecht.
2022-23 Jul | Applied Scientist II@Amazon
Prior to joining UoE, I worked as an Applied Scientist II on personalized recommendation at Amazon.
2016-22 May | PhD in Computer Science@University of Oxford
I obtained my PhD in Computer Science at the University of Oxford, supervised by Prof. Michael Wooldridge and Prof. Alex Rogers. My research interests include Multiagent Reinforcement Learning, Hierarchical Reinforcement Learning and Game Theory. In particular, my thesis studies Game-theoretic Payoff Allocation in Multiagent Machine Learning Systems.
2019 Jul-Oct | Intern@Microsoft Research Cambridge
I was an Intern at Microsoft Research Cambridge where I worked on ML data valuation with Dr. Sebastian Tschiatschek, Dr. Olya Ohrimenko and Dr. Shruti Tople.
2017 Jul-Oct | Intern@Apple Siri Cambridge
I was an Intern at Apple Siri Cambridge where I worked on ML user simulation in dialogue systems with Dr. Thomas Voice.
2015-16 Sep | MSc in Computer Science@University of Oxford
I obtained MSc in Computer Science (Graduated with Distinction) from the University of Oxford.
2011-15 Jul | BSc in Physics@Hong Kong University of Science and Technology
I obtained a BSc in Physics with a Minor Degree in IT (First class honours) from the Hong Kong University of Science and Technology.
2014 Feb-Jul | Undergraduate Exchange@EPFL
I was an exchange student at EPFL and took courses in Physics and Computer Science.
news
Aug 1, 2023 | New Affiliation: I am joining University of Edinburgh as a postdoc research associate, working on NLP and Reinforcement learning for robotics. |
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Jul 11, 2022 | Paper accepted at IEEE Transactions on Artificial Intelligence: Replication Robust Payoff Allocation in Submodular Cooperative Games |
Jul 1, 2022 | New Affiliation: I am joining Amazon as an Applied Scientist in the Personalization team. |
May 14, 2022 | Paper accepted at IJCAI’22 (Long Oral): Option Transfer and SMDP Abstraction with Successor Features |
Feb 11, 2022 | PhD ThesisThesis Defended! |
selected publications
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AAMAS’22Multiagent Model-based Credit Assignment for Continuous ControlIn The 21st International Conference on Autonomous Agents and Multiagent Systems (AAMAS) 2022
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IJCAI’22Option Transfer and SMDP Abstraction with Successor FeaturesThe 31st International Joint Conference on Artificial Intelligence 2022
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OxfordGame-theoretic payoff allocation in multiagent machine learning systems2021
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IEEE TAIReplication Robust Payoff Allocation in Submodular Cooperative GamesIEEE Transactions on Artificial Intelligence 2022
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Inf. Comput.
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AAMAS’19Multi-Agent Hierarchical Reinforcement Learning with Dynamic TerminationIn Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems 2019