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• Stability of Multi-Agent Learning in Competitive Networks: Delaying the Onset of Chaos

  Aamal Hussain, Francesco Belardinelli

  17435-17443

  2024-03-24

• Settling Decentralized Multi-Agent Coordinated Exploration by Novelty Sharing

  Haobin Jiang, Ziluo Ding, Zongqing Lu

  17444-17452

  2024-03-24

• Optimistic Value Instructors for Cooperative Multi-Agent Reinforcement Learning

  Chao Li, Yupeng Zhang, Jianqi Wang, Yujing Hu, Shaokang Dong, Wenbin Li, Tangjie Lv, Changjie Fan, Yang Gao

  17453-17460

  2024-03-24

• ConcaveQ: Non-monotonic Value Function Factorization via Concave Representations in Deep Multi-Agent Reinforcement Learning

  Huiqun Li, Hanhan Zhou, Yifei Zou, Dongxiao Yu, Tian Lan

  17461-17468

  2024-03-24

• Transition-Informed Reinforcement Learning for Large-Scale Stackelberg Mean-Field Games

  Pengdeng Li, Runsheng Yu, Xinrun Wang, Bo An

  17469-17476

  2024-03-24

• Decentralized Gradient-Free Methods for Stochastic Non-smooth Non-convex Optimization

  Zhenwei Lin, Jingfan Xia, Qi Deng, Luo Luo

  17477-17486

  2024-03-24

• Imagine, Initialize, and Explore: An Effective Exploration Method in Multi-Agent Reinforcement Learning

  Zeyang Liu, Lipeng Wan, Xinrui Yang, Zhuoran Chen, Xingyu Chen, Xuguang Lan

  17487-17495

  2024-03-24

• TAPE: Leveraging Agent Topology for Cooperative Multi-Agent Policy Gradient

  Xingzhou Lou, Junge Zhang, Timothy J. Norman, Kaiqi Huang, Yali Du

  17496-17504

  2024-03-24

• PMAC: Personalized Multi-Agent Communication

  Xiangrui Meng, Ying Tan

  17505-17513

  2024-03-24

• Adaptive Anytime Multi-Agent Path Finding Using Bandit-Based Large Neighborhood Search

  Thomy Phan, Taoan Huang, Bistra Dilkina, Sven Koenig

  17514-17522

  2024-03-24

• Minimum Coverage Sets for Training Robust Ad Hoc Teamwork Agents

  Muhammad Rahman, Jiaxun Cui, Peter Stone

  17523-17530

  2024-03-24

• Decentralized Monte Carlo Tree Search for Partially Observable Multi-Agent Pathfinding

  Alexey Skrynnik, Anton Andreychuk, Konstantin Yakovlev, Aleksandr Panov

  17531-17540

  2024-03-24

• Learn to Follow: Decentralized Lifelong Multi-Agent Pathfinding via Planning and Learning

  Alexey Skrynnik, Anton Andreychuk, Maria Nesterova, Konstantin Yakovlev, Aleksandr Panov

  17541-17549

  2024-03-24

• What Makes Good Collaborative Views? Contrastive Mutual Information Maximization for Multi-Agent Perception

  Wanfang Su, Lixing Chen, Yang Bai, Xi Lin, Gaolei Li, Zhe Qu, Pan Zhou

  17550-17558

  2024-03-24

• Bidirectional Temporal Plan Graph: Enabling Switchable Passing Orders for More Efficient Multi-Agent Path Finding Plan Execution

  Yifan Su, Rishi Veerapaneni, Jiaoyang Li

  17559-17566

  2024-03-24

• Large-Scale Multi-Robot Coverage Path Planning via Local Search

  Jingtao Tang, Hang Ma

  17567-17574

  2024-03-24

• Robust Communicative Multi-Agent Reinforcement Learning with Active Defense

  Lebin Yu, Yunbo Qiu, Quanming Yao, Yuan Shen, Xudong Zhang, Jian Wang

  17575-17582

  2024-03-24

• Leveraging Partial Symmetry for Multi-Agent Reinforcement Learning

  Xin Yu, Rongye Shi, Pu Feng, Yongkai Tian, Simin Li, Shuhao Liao, Wenjun Wu

  17583-17590

  2024-03-24

• ProAgent: Building Proactive Cooperative Agents with Large Language Models

  Ceyao Zhang, Kaijie Yang, Siyi Hu, Zihao Wang, Guanghe Li, Yihang Sun, Cheng Zhang, Zhaowei Zhang, Anji Liu, Song-Chun Zhu, Xiaojun Chang, Junge Zhang, Feng Yin, Yitao Liang, Yaodong Yang

  17591-17599

  2024-03-24

• Intrinsic Action Tendency Consistency for Cooperative Multi-Agent Reinforcement Learning

  Junkai Zhang, Yifan Zhang, Xi Sheryl Zhang, Yifan Zang, Jian Cheng

  17600-17608

  2024-03-24

• Emergent Communication for Numerical Concepts Generalization

  Enshuai Zhou, Yifan Hao, Rui Zhang, Yuxuan Guo, Zidong Du, Xishan Zhang, Xinkai Song, Chao Wang, Xuehai Zhou, Jiaming Guo, Qi Yi, Shaohui Peng, Di Huang, Ruizhi Chen, Qi Guo, Yunji Chen

  17609-17617

  2024-03-24

• Decomposing Temporal Equilibrium Strategy for Coordinated Distributed Multi-Agent Reinforcement Learning

  Chenyang Zhu, Wen Si, Jinyu Zhu, Zhihao Jiang

  17618-17627

  2024-03-24

• Balancing Humans and Machines: A Study on Integration Scale and Its Impact on Collaborative Performance

  Rui Zou, Sannyuya Liu, Yawei Luo, Yaqi Liu, Jintian Feng, Mengqi Wei, Jianwen Sun

  17628-17636

  2024-03-24

• Frame Semantic Role Labeling Using Arbitrary-Order Conditional Random Fields

  Chaoyi Ai, Kewei Tu

  17638-17646

  2024-03-24

• DTF-AT: Decoupled Time-Frequency Audio Transformer for Event Classification

  Tony Alex, Sara Ahmed, Armin Mustafa, Muhammad Awais, Philip JB Jackson

  17647-17655

  2024-03-24