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Quan Liu

Soochow University

No. 1 Shizi Street

Taipei, 215006

Taiwan

  • Soochow University

SCHOLARLY PAPERS

2

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102

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0

Scholarly Papers (2)

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1.

Linfa-Q: Accurate Q-Learning with Linear Function Approximation

Number of pages: 15 Posted: 11 Jul 2023
Zhechao Wang, Qiming Fu, Jianping Chen, Quan Liu, Hongjie Wu, You Lu and Fuyuan Hu
Tongji University, affiliation not provided to SSRN, affiliation not provided to SSRN, Soochow University, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 74 (860,052)

Abstract:

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reinforcement learning, Q-learning, maximization bias, Q value decomposition, linear function approximation

2.

Concurrent Learning-Extended Observer-Based Reinforcement Learning of Multi-Agent Systems Under Uncertain Semi-Markovian Switching Networks

Number of pages: 37 Posted: 29 May 2025
Renyang You, Quan Liu, Shenghui Guo and Zhiming CUI
Soochow University, Soochow University, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 28 (1,345,526)

Abstract:

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multi-agent systems, reinforcement learning, unmeasurable states, uncertain semi-Markovian switching networks