avatar

Yuanyang Zhu

Assistant Researcher
NanJing University
China
yuanyangzhu (at) nju.edu.cn


Selected Publications

Citations H-index i10-index

Learning Individual Intrinsic Reward in Multi-Agent Reinforcement Learning via Incorporating Generalized Human Expertise
SMC Learning Individual Intrinsic Reward in Multi-Agent Reinforcement Learning via Incorporating Generalized Human Expertise
Xuefei Wu, Xiao Yin, Yuanyang Zhu, Chunlin Chen
IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2025.
[Paper] [BibTex]
MIXRTs: Toward Interpretable Multi-Agent Reinforcement Learning via Mixing Recurrent Soft Decision Trees
TPAMI MIXRTs: Toward Interpretable Multi-Agent Reinforcement Learning via Mixing Recurrent Soft Decision Trees
Zichuan Liu, Yuanyang Zhu, Zhi Wang, Chunlin Chen
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Volume 47, Number 5, 2025.
[Paper] [Code] [BibTex]
Discretizing Continuous Action Space with Unimodal Probability Distributions for On-Policy Reinforcement Learning
TNNLS Discretizing Continuous Action Space with Unimodal Probability Distributions for On-Policy Reinforcement Learning
Yuanyang Zhu, Zhi Wang, Yuanheng Zhu, Chunlin Chen, Dongbin Zhao
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), Volume 36, Issue 6, 2025.
[Paper] [Code] [BibTex]
NA2Q: Neural Attention Additive Model for Interpretable Multi-Agent Q-Learning
ICML NA2Q: Neural Attention Additive Model for Interpretable Multi-Agent Q-Learning
Zichuan Liu, Yuanyang Zhu, Chunlin Chen
International Conference on Machine Learning (ICML), 2023.
[Paper] [Code] [BibTex]
BiERL: A Meta Evolutionary Reinforcement Learning Framework via Bilevel Optimization
ECAI BiERL: A Meta Evolutionary Reinforcement Learning Framework via Bilevel Optimization
Junyi Wang*, Yuanyang Zhu*, Zhi Wang, Yan Zheng, Jianye Hao, Chunlin Chen
European Conference on Artificial Intelligence (ECAI), 2024.
[Paper] [Code] [BibTex]
Extracting Decision Tree From Trained Deep Reinforcement Learning in Traffic Signal Control
TCSS Extracting Decision Tree From Trained Deep Reinforcement Learning in Traffic Signal Control
Yuanyang Zhu, Xiao Yin, Chunlin Chen
IEEE Transactions on Computational Social Systems (TCSS), Volume 10, Issue 6, 2023.
[Paper] [BibTex]
Rule-Based Reinforcement Learning for Efficient Robot Navigation with Space Reduction
TMECH Rule-Based Reinforcement Learning for Efficient Robot Navigation with Space Reduction
Yuanyang Zhu, Zhi Wang, Chunlin Chen, Daoyi Dong
IEEE/ASME Transactions on Mechatronics (TMECH), Volume 27, Issue 2, 2022.
[Paper] [BibTex]
Predicting the citation counts of individual papers via a BP neural network
JOI Predicting the citation counts of individual papers via a BP neural network
Xuanmin Ruan, Yuanyang Zhu, Jiang Li, Ying Cheng
Journal of Informetrics (JOI), Volume 14, Issue 3, 2020.
[Paper] [BibTex]
Boosting Value Decomposition via Unit-Wise Attentive State Representation for Cooperative Multi-Agent Reinforcement Learning
Arxiv Boosting Value Decomposition via Unit-Wise Attentive State Representation for Cooperative Multi-Agent Reinforcement Learning
Yuanyang Zhu, Qingpeng Zhao, Zichuan Liu, Zhi Wang, Chunlin Chen
Arxiv, 2023.
[Paper] [BibTex]

For more details, please view the Google Scholar profile.