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Houqiang Li

University of Science and Technology of China (USTC)

No. 96 Jinzhai Road

Hefei, 230026

China

  • University of Science and Technology of China (USTC)

SCHOLARLY PAPERS

2

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222

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Scholarly Papers (2)

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1.

Timar: Transition-Informed Representation for Sample-Efficient Multi-Agent Reinforcement Learning

Number of pages: 14 Posted: 25 Jan 2024
Mingxiao Feng, Yaodong Yang, Wengang Zhou and Houqiang Li
affiliation not provided to SSRN, Peking University, affiliation not provided to SSRN and University of Science and Technology of China (USTC)
Downloads 207 (368,123)

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Multi-Agent Reinforcement Learning, Self-Supervised Learning, Representation Learning, Transformers

2.

Large Language Models as Designers for Autonomous Research of Anisotropic Polymer Thermocells

Number of pages: 28 Posted: 28 Apr 2026
Wanhao Liu, Jue Wang, Zonglin Yang, Haiyang Yuan, Weida Wang, Ben Gao, Qian Tan, Houqiang Li, Wanli Ouyang, Guangming Liu, Yuqiang Li and Zan Hua
University of Science and Technology of China (USTC), University of Science and Technology of China (USTC), Nanyang Technological University, University of Science and Technology of China (USTC), Shanghai Artificial Intelligence Laboratory, Shanghai Artificial Intelligence Laboratory, Shanghai Artificial Intelligence Laboratory, University of Science and Technology of China (USTC), Shanghai Artificial Intelligence Laboratory, University of Science and Technology of China (USTC), Shanghai Artificial Intelligence Laboratory and Anhui Normal University
Downloads 15 (1,548,648)

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Large Language Models, Hypothesis Generation, Autonomous Research, Polymer Thermocells