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Ying Wen

  1. A Survey of AI Agent Protocols
    2025/04/23 by Yingxuan Yang, Yang, Yingxuan, Huacan Chai +26 · 17 voices · 27 citations
    Computer Science · #Mobile Agent-Based Network Management #cs.AI
  2. Multi-Agent Reinforcement Learning is a Sequence Modeling Problem
    2022/05/30 by Muning Wen, Jakub Grudzien Kuba, Wen, Muning +11 · 2 voices · 28 citations
    #cs.MA #cs.LG
  3. Multiagent Bidirectionally-Coordinated Nets: Emergence of Human-level Coordination in Learning to Play StarCraft Combat Games
    2017/03/29 by Peng Peng, Ying Wen, Peng, Peng +11 · 2 voices · 20 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence in Games #Reinforcement Learning in Robotics #cs.AI #cs.LG
  4. Agentic Web: Weaving the Next Web with AI Agents
    2025/07/28 by Yingxuan Yang, Mulei Ma, Yang, Yingxuan +33 · 8 voices · 15 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.LG
  5. Alphazero-like Tree-Search can Guide Large Language Model Decoding and Training
    2023/09/29 by Xidong Feng, Feng, Xidong, Ziyu Wan +10 · 40 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  6. ReMA: Learning to Meta-think for LLMs with Multi-Agent Reinforcement Learning
    2025/03/12 by Ziyu Wan, Yunxiang Li, Wan, Ziyu +19 · 23 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Multiagent Systems (cs.MA) #Topic Modeling
  7. SMARTS: Scalable Multi-Agent Reinforcement Learning Training School for Autonomous Driving
    2020/10/19 by Ming Zhou, Zhou, Ming, Jun Luo +68 · 12 citations
    Computer Science · Engineering · #Reinforcement Learning in Robotics #Autonomous Vehicle Technology and Safety #Transportation and Mobility Innovations
  8. Probabilistic Recursive Reasoning for Multi-Agent Reinforcement Learning
    2019/01/26 by Ying Wen, Yaodong Yang, Wen, Ying +7 · 7 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Game Theory and Applications #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
  9. Order Matters: Agent-by-agent Policy Optimization
    2023/02/13 by Xihuai Wang, Wang, Xihuai, Tian, Zheng +8 · 7 citations
    Computer Science · Economics, Econometrics and Finance · #Mobile Crowdsensing and Crowdsourcing #Sports Analytics and Performance #Explainable Artificial Intelligence (XAI)
  10. ZSC-Eval: An Evaluation Toolkit and Benchmark for Multi-agent Zero-shot Coordination
    2023/10/08 by Xihuai Wang, Wang, Xihuai, Shao Zhang +11 · 4 citations
    Psychology · #Action Observation and Synchronization #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
  11. TRAD: Enhancing LLM Agents with Step-Wise Thought Retrieval and Aligned Decision
    2024/03/10 by Ruiwen Zhou, Yingxuan Yang, Zhou, Ruiwen +15 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Stream Mining Techniques #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Information Retrieval (cs.IR)
  12. Natural Language Reinforcement Learning
    2024/02/11 by Xidong Feng, Ziyu Wan, Feng, Xidong +13 · 4 citations
    Engineering · #Robotics and Automated Systems
  13. Entropy-Regularized Token-Level Policy Optimization for Language Agent Reinforcement
    2024/02/09 by Muning Wen, Wen, Muning, Cheng Deng +8 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  14. Mutual Theory of Mind in Human-AI Collaboration: An Empirical Study with LLM-driven AI Agents in a Real-time Shared Workspace Task
    2024/09/13 by Shao Zhang, Xihuai Wang, Zhang, Shao +14 · 5 citations
    Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Business Process Modeling and Analysis #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Multiagent Systems (cs.MA) #Semantic Web and Ontologies
  15. 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 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
  16. Efficient Preference-based Reinforcement Learning via Aligned Experience Estimation
    2024/05/29 by Fengshuo Bai, Rui Zhao, Bai, Fengshuo +13 · 4 citations
    Engineering · Computer Science · #Smart Grid Energy Management #Data Stream Mining Techniques #Anomaly Detection Techniques and Applications
  17. Tackling Cooperative Incompatibility for Zero-Shot Human-AI Coordination
    2023/06/05 by Yang Li, Li, Yang, Shao Zhang +13 · 2 citations
    Computer Science · Social Sciences · #Reinforcement Learning in Robotics #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI)
  18. RAT: Adversarial Attacks on Deep Reinforcement Agents for Targeted Behaviors
    2024/12/14 by Fengshuo Bai, Runze Liu, Bai, Fengshuo +7 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning
  19. Infer Your Enemies and Know Yourself, Learning in Real-Time Bidding with Partially Observable Opponents
    2019/02/28 by Manxing Du, Alexander I. Cowen-Rivers, Du, Manxing +11 · 1 citation
    Computer Science · #Reinforcement Learning in Robotics #Optimization and Search Problems #Web Data Mining and Analysis
  20. A Regularized Opponent Model with Maximum Entropy Objective
    2019/05/17 by Ying Wen, Tian, Zheng, Wen, Ying +8 · 1 citation
    Computer Science · #Reinforcement Learning in Robotics #Adaptive Dynamic Programming Control #Adversarial Robustness in Machine Learning
  21. Diverse Auto-Curriculum is Critical for Successful Real-World Multiagent\n Learning Systems
    2021/02/15 by Yaodong Yang, Jun Luo, Yang, Yaodong +13 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
  22. Modelling Behavioural Diversity for Learning in Open-Ended Games
    2021/03/14 by Nicolas Perez Nieves, Yaodong Yang, Nieves, Nicolas Perez +9 · 1 citation
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Game Theory and Applications #Intelligent Tutoring Systems and Adaptive Learning #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
  23. PMAT: Optimizing Action Generation Order in Multi-Agent Reinforcement Learning
    2025/02/23 by Kun Hu, Muning Wen, Hu, Kun +13 · 3 citations
    Computer Science · #Reinforcement Learning in Robotics
  24. Learning in Nonzero-Sum Stochastic Games with Potentials
    2021/03/16 by David Mguni, Mguni, David, Yutong Wu +15 · 2 citations
    Computer Science · Decision Sciences · #Reinforcement Learning in Robotics #Auction Theory and Applications #Game Theory and Applications
  25. Efficient Model-agnostic Alignment via Bayesian Persuasion
    2024/05/29 by Fengshuo Bai, Mingzhi Wang, Bai, Fengshuo +11 · 2 citations
    Computer Science · #Bayesian Modeling and Causal Inference #Gaussian Processes and Bayesian Inference #Machine Learning and Data Classification
  26. Leveraging Dual Process Theory in Language Agent Framework for Real-time Simultaneous Human-AI Collaboration
    2025/02/17 by Shao Zhang, Zhang, Shao, Xihuai Wang +23 · 3 citations
    Computer Science · Engineering · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA) #Robotics and Automated Systems
  27. Large Sequence Models for Sequential Decision-Making: A Survey
    2023/06/24 by Muning Wen, Wen, Muning, Runji Lin +15 · 1 citation
    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
  28. Reinforcing Language Agents via Policy Optimization with Action Decomposition
    2024/05/23 by Muning Wen, Ziyu Wan, Wen, Muning +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  29. LoMeVQA: A Comprehensive Benchmark for Longitudinal Medical VQA
    2026/07/30 by Zhilin Wu, Zhangkai Ni, Chengmei Yang +4
    Computer Science · #cs.CV