Haifeng Zhang

1. Settling the Variance of Multi-Agent Policy Gradients
   2021/08/19 by Jakub Grudzien Kuba, Kuba, Jakub Grudzien, Muning Wen +13 · 13 citations
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
2. Improving Knowledge Tracing via Pre-training Question Embeddings
   2020/12/09 by Yunfei Liu, Yang Yang, Liu, Yunfei +9 · 6 citations
   Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Online Learning and Analytics #Topic Modeling
3. Efficient Reinforcement Learning with Large Language Model Priors
   2024/10/10 by Yan, Xue, Yan Song, Xidong Feng +10 · 14 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech and dialogue systems #Topic Modeling
4. Offline Pre-trained Multi-Agent Decision Transformer: One Big Sequence Model Tackles All SMAC Tasks
   2021/12/06 by Linghui Meng, Meng, Linghui, Muning Wen +17 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
5. Learning to Discuss Strategically: A Case Study on One Night Ultimate Werewolf
   2024/05/30 by Xuanfa Jin, Jin, Xuanfa, Ziyan Wang +9 · 8 citations
   Psychology · Social Sciences · #Artificial Intelligence (cs.AI) #Communication in Education and Healthcare #Education and Critical Thinking Development #FOS: Computer and information sciences #Innovative Teaching Methodologies in Social Sciences
6. GCS: Graph-based Coordination Strategy for Multi-Agent Reinforcement Learning
   2022/01/17 by Jingqing Ruan, Yali Du, Ruan, Jingqing +15 · 4 citations
   Engineering · Computer Science · #Evacuation and Crowd Dynamics #Autonomous Vehicle Technology and Safety #Reinforcement Learning in Robotics
7. Bi-level Actor-Critic for Multi-agent Coordination
   2019/09/08 by Haifeng Zhang, Weizhe Chen, Zhang, Haifeng +11 · 3 citations
   Computer Science · Decision Sciences · #Adaptive Dynamic Programming Control #FOS: Computer and information sciences #Game Theory and Applications #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
8. TaxAI: A Dynamic Economic Simulator and Benchmark for Multi-Agent Reinforcement Learning
   2023/09/28 by Qirui Mi, Siyu Xia, Mi, Qirui +9 · 1 voice · 4 citations
   Computer Science · Economics, Econometrics and Finance · #Complex Systems and Time Series Analysis #Computational Engineering #Economic theories and models #FOS: Computer and information sciences #Finance #and Science (cs.CE) #cs.CE
9. 710 歴史的町並みにおける修理・修景マニュアルの作成 : 福岡県八女市福島地区街なみ環境整備事業(都市計画)
   1999/03/01 by Iokfai Cheang, Xu Zhu, Xinyi Lu +13 · 1 voice · 1 citation
   Medicine · #Adipokines, Inflammation, and Metabolic Diseases #Cardiovascular Disease and Adiposity #Cardiovascular Effects of Exercise #Cardiovascular Function and Risk Factors
10. Observation of All-Metal Aromatic Molecules
    2001/02/02 by Xi Li, Aleksey E. Kuznetsov, Haifeng Zhang +2 · 2 citations
    Chemistry · #Synthesis and Properties of Aromatic Compounds #Fullerene Chemistry and Applications #Synthesis and characterization of novel inorganic/organometallic compounds
11. The Basic Leucine Zipper Transcription Factor Moatf1 Mediates Oxidative Stress Responses and Is Necessary for Full Virulence of the Rice Blast Fungus Magnaporthe oryzae
    2010/07/08 by Min Guo, Wang Guo, Yue Chen +10 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Agricultural and Biological Sciences · #Fungal and yeast genetics research #Plant-Microbe Interactions and Immunity #Enzyme-mediated dye degradation
12. Evolving LLMs' Self-Refinement Capability via Synergistic Training-Inference Optimization
    2025/02/08 by Yongcheng Zeng, Xinyu Cui, Zeng, Yongcheng +20 · 6 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
13. Large Sequence Models for Sequential Decision-Making: A Survey
    2023/06/24 by Muning Wen, Runji Lin, Wen, Muning +15 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
14. SMAC-R1: The Emergence of Intelligence in Decision-Making Tasks
    2024/10/21 by Yue Deng, Weiyu Ma, Deng, Yue +10 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Fuzzy Logic and Control Systems #Machine Learning and Data Classification
15. MF-LLM: Simulating Population Decision Dynamics via a Mean-Field Large Language Model Framework
    2025/04/30 by Qirui Mi, Mengyue Yang, Mi, Qirui +15 · 5 citations
    Computer Science · Medicine · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computational and Text Analysis Methods #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Topic Modeling
16. A Theoretical Understanding of Gradient Bias in Meta-Reinforcement Learning
    2021/12/31 by Xidong Feng, Feng, Xidong, Bo Liu +13 · 1 citation
    Computer Science · Physics and Astronomy · #Adaptive Dynamic Programming Control #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Reinforcement Learning in Robotics
17. EconGym: A Scalable AI Testbed with Diverse Economic Tasks
    2025/06/13 by Qirui Mi, Mi, Qirui, Qipeng Yang +15 · 3 citations
    Economics, Econometrics and Finance · #Complex Systems and Time Series Analysis #Economic theories and models
18. SpatialViz-Bench: A Cognitively-Grounded Benchmark for Diagnosing Spatial Visualization in MLLMs
    2025/07/10 by Siting Wang, Minnan Pei, Wang, Siting +14 · 3 citations
    Computer Science · Engineering · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Multimodal Machine Learning Applications #Spatial Cognition and Navigation
19. Curious Causality-Seeking Agents Learn Meta Causal World
    2025/06/29 by Zhiyu Zhao, Haoxuan Li, Zhao, Zhiyu +11 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Applications (stat.AP) #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics
20. Demonstrating a universal logical gate set in error-detecting surface codes on a superconducting quantum processor
    2024/05/15 by Jiaxuan Zhang, Zhang, Jiaxuan, Zhao‐Yun Chen +15 · 1 citation
    Computer Science · Engineering · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Advancements in Semiconductor Devices and Circuit Design #Quantum and electron transport phenomena
21. Empirically Grounded Agent-Based Models of Innovation Diffusion: A Critical Review
    2016/08/30 by Haifeng Zhang, Yevgeniy Vorobeychik, Zhang, Haifeng +1 · 1 citation
    Decision Sciences · Economics, Econometrics and Finance · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Complex Systems and Time Series Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Innovation Diffusion and Forecasting #Opinion Dynamics and Social Influence #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI)
22. UniMem: Complementary Episodic-to-Parametric Memory for Boundary-Agnostic Task Streams
    2026/07/28 by Siyu Xia, Chenheng Zhang, Yanting Wu +8
    Computer Science · #cs.CL