Zheng Xiong (熊铮)

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Jacob BeckUniversity of OxfordVerified email at alumni.brown.edu
Shimon WhitesonProfessor of Computer Science, University of Oxford / Senior Staff Research Scientist, WaymoVerified email at cs.ox.ac.uk
Risto VuorioUniversity of OxfordVerified email at cs.ox.ac.uk
Luisa ZintgrafDeepMindVerified email at deepmind.com
Chelsea FinnStanford University, GoogleVerified email at cs.stanford.edu
Evan Zheran LiuStanford University, ImbueVerified email at cs.stanford.edu
Jian Tang (唐建）Associate Professor, Mila-Quebec AI Institute, HEC Montréal, Canada CIFAR AI ChairVerified email at hec.ca
Meng QuQuebec AI Institute (Mila)Verified email at umontreal.ca
Shengding HuTsinghua UniversityVerified email at mails.tsinghua.edu.cn
Xingdi YuanMicrosoft Research, MontrealVerified email at microsoft.com
Marc-Alexandre CôtéMicrosoft ResearchVerified email at usherbrooke.ca
Zhiyuan LiuAssociate Professor, Tsinghua UniversityVerified email at tsinghua.edu.cn
Wenwu ZhuProfessor, Computer Science, Tsinghua UniverisityVerified email at tsinghua.edu.cn

Zheng Xiong (熊铮)

University of Oxford

Verified email at eng.ox.ac.uk - Homepage

reinforcement learning meta learning machine learning


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A survey of meta-reinforcement learning J Beck, R Vuorio, EZ Liu, Z Xiong, L Zintgraf, C Finn, S Whiteson arXiv preprint arXiv:2301.08028, 2023	80	2023
Graph policy network for transferable active learning on graphs S Hu, Z Xiong, M Qu, X Yuan, MA Côté, Z Liu, J Tang Advances in Neural Information Processing Systems 33, 10174-10185, 2020	53	2020
Learning decision trees with reinforcement learning Z Xiong, W Zhang, W Zhu NIPS Workshop on Meta-Learning, 2017	13	2017
On the practical consistency of meta-reinforcement learning algorithms Z Xiong, L Zintgraf, J Beck, R Vuorio, S Whiteson NeurIPS 2021 Workshop on Meta Learning, 2021	9	2021
Pangu-agent: A fine-tunable generalist agent with structured reasoning F Christianos, G Papoudakis, M Zimmer, T Coste, Z Wu, J Chen, ... arXiv preprint arXiv:2312.14878, 2023	7	2023
Recurrent Hypernetworks are Surprisingly Strong in Meta-RL J Beck, R Vuorio, Z Xiong, S Whiteson Advances in Neural Information Processing Systems 36, 2024	3	2024
Universal Morphology Control via Contextual Modulation Z Xiong, J Beck, S Whiteson ICML 2023, 2023	3	2023
SplAgger: Split Aggregation for Meta-Reinforcement Learning J Beck, M Jackson, R Vuorio, Z Xiong, S Whiteson arXiv preprint arXiv:2403.03020, 2024		2024
Distilling Morphology-Conditioned Hypernetworks for Efficient Universal Morphology Control Z Xiong, R Vuorio, J Beck, M Zimmer, K Shao, S Whiteson arXiv preprint arXiv:2402.06570, 2024		2024
Auto-Lifelong: An AutoML System for Lifelong Machine Learning Z Xiong, W Zhang, J Jiang, W Zhu ICML 2019 AutoML Workshop, 2019		2019

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