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Zheng Xiong

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Distilling Morphology-Conditioned Hypernetworks for Efficient Universal Morphology Control

Feb 09, 2024
Zheng Xiong, Risto Vuorio, Jacob Beck, Matthieu Zimmer, Kun Shao, Shimon Whiteson

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Pangu-Agent: A Fine-Tunable Generalist Agent with Structured Reasoning

Dec 22, 2023
Filippos Christianos, Georgios Papoudakis, Matthieu Zimmer, Thomas Coste, Zhihao Wu, Jingxuan Chen, Khyati Khandelwal, James Doran, Xidong Feng, Jiacheng Liu, Zheng Xiong, Yicheng Luo, Jianye Hao, Kun Shao, Haitham Bou-Ammar, Jun Wang

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Recurrent Hypernetworks are Surprisingly Strong in Meta-RL

Sep 26, 2023
Jacob Beck, Risto Vuorio, Zheng Xiong, Shimon Whiteson

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Decentralized Multi-agent Reinforcement Learning based State-of-Charge Balancing Strategy for Distributed Energy Storage System

Aug 29, 2023
Zheng Xiong, Biao Luo, Bing-Chuan Wang, Xiaodong Xu, Xiaodong Liu, Tingwen Huang

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Single-View View Synthesis with Self-Rectified Pseudo-Stereo

Apr 20, 2023
Yang Zhou, Hanjie Wu, Wenxi Liu, Zheng Xiong, Jing Qin, Shengfeng He

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Universal Morphology Control via Contextual Modulation

Feb 22, 2023
Zheng Xiong, Jacob Beck, Shimon Whiteson

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A Survey of Meta-Reinforcement Learning

Jan 19, 2023
Jacob Beck, Risto Vuorio, Evan Zheran Liu, Zheng Xiong, Luisa Zintgraf, Chelsea Finn, Shimon Whiteson

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Glance to Count: Learning to Rank with Anchors for Weakly-supervised Crowd Counting

May 29, 2022
Zheng Xiong, Liangyu Chai, Wenxi Liu, Yongtuo Liu, Sucheng Ren, Shengfeng He

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On the Practical Consistency of Meta-Reinforcement Learning Algorithms

Dec 01, 2021
Zheng Xiong, Luisa Zintgraf, Jacob Beck, Risto Vuorio, Shimon Whiteson

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Graph Policy Network for Transferable Active Learning on Graphs

Jun 24, 2020
Shengding Hu, Zheng Xiong, Meng Qu, Xingdi Yuan, Marc-Alexandre Côté, Zhiyuan Liu, Jian Tang

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