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Author

Yuanyang Zhu

Observed name: Zhu, Yuanyang
Institution: Nanjing University
ORCID: 0000-0001-7484-1804
Observed ORCID: 0000-0001-7484-1804
OpenAlex ID: A5021451616
Predicting the citation counts of individual papers via a BP neural network
2020 · Xuanmin Ruan, Yuanyang Zhu, et al. · Journal of Informetrics · 133
Rule-Based Reinforcement Learning for Efficient Robot Navigation With Space Reduction
2021 · Yuanyang Zhu, Zhi Wang, et al. · IEEE/ASME Transactions on Mechatronics · 61
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Extracting Decision Tree From Trained Deep Reinforcement Learning in Traffic Signal Control
2022 · Yuanyang Zhu, Xiao Yin, et al. · IEEE Transactions on Computational Social Systems · 27
MIXRTs: Toward Interpretable Multi-Agent Reinforcement Learning via Mixing Recurrent Soft Decision Trees
2025 · Zichuan Liu, Yuanyang Zhu, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 18
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ParaPLL
2018 · Kun Qiu, Yuanyang Zhu, et al. · Proceedings of the International Conference on Parallel Processing · 11
Discretizing Continuous Action Space With Unimodal Probability Distributions for On-Policy Reinforcement Learning
2024 · Yuanyang Zhu, Zhi Wang, et al. · IEEE Transactions on Neural Networks and Learning Systems · 8
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GCM: Interpretable Multiagent Reinforcement Learning via Graph Cooperation Modeling
2025 · Xuefei Wu, Yuanyang Zhu, et al. · IEEE Transactions on Neural Networks and Learning Systems · 7
Extracting Decision Tree from Trained Deep Reinforcement Learning in Traffic Signal Control
2021 · Yuanyang Zhu, Xiao Yin, et al. · International Conference on Cyber-Physical Social Intelligence (ICCSI) · 5
Boosting Value Decomposition via Unit-Wise Attentive State Representation for Cooperative Multi-Agent Reinforcement Learning
2023 · Zhao, Qingpeng, Zhu, Yuanyang, et al. · arXiv (Cornell University) · 4
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Research on MPPT of the Photovoltaic System Based on the PSO-BP Neural Network
2022 · Yuanyang Zhu, Li Jia · International Conference on Power and Renewable Energy (ICPRE) · 3
Conditional Diffusion Model for Multi-Agent Dynamic Task Decomposition
2026 · Yanda Zhu, Yuanyang Zhu, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 1
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Concept Learning for Cooperative Multi-Agent Reinforcement Learning
2025 · Zhonghan Ge, Yuanyang Zhu, et al. · IEEE China Conference on System Simulation Technology and its Applications (CCSSTA) · 1
BiERL: A Meta Evolutionary Reinforcement Learning Framework via Bilevel Optimization
2023 · Junyi Wang, Yuanyang Zhu, et al. · Frontiers in artificial intelligence and applications · 1
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N$\text{A}^\text{2}$Q: Neural Attention Additive Model for Interpretable Multi-Agent Q-Learning
2023 · Liu, Zichuan, Zhu, Yuanyang, et al. · arXiv (Cornell University) · 1
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Escaping Local Views: Discovering Latent Concepts for Interpretable Multi-Agent Reinforcement Learning
2026 · Sun, Yijie, Sun, Sanquan, et al. · arXiv (Cornell University)
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Global and Coalition Cognition Graph Modeling for Interpretable Multiagent Reinforcement Learning
2026 · Xuefei Wu, Yuanyang Zhu, et al. · IEEE Transactions on Cybernetics
Conditional Diffusion Model for Multi-Agent Dynamic Task Decomposition
2025 · Zhu, Yanda, Zhu, Yuanyang, et al. · arXiv (Cornell University)
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Learning Individual Intrinsic Reward in Multi-Agent Reinforcement Learning via Incorporating Generalized Human Expertise
2025 · Xuefei Wu, Xiao Yin, et al. · Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics
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Curriculum-Guided Preference-based Reinforcement Learning: An Exploratory Approach
2024 · Zihao Wang, Yuanyang Zhu, et al. · IEEE China Conference on System Simulation Technology and its Applications (CCSSTA)
Reinforcement Learning with Neighborhood Search and Self-learned Rules
2024 · Xiao Yin, Yuanyang Zhu, et al. · IEEE Data Driven Control and Learning Systems Conference (DDCLS)
Knowledge Transfer in Multi-Agent Reinforcement Learning Using Decision Trees
2022 · Jingyuan Guo, Yuanyang Zhu, et al. · International Conference on Cyber-Physical Social Intelligence (ICCSI)
Works count: 22
Citation count: 281
H-index: 7
I10-index: 5
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