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• DRAFT-RL: Multi-Agent Chain-of-Draft Reasoning for Reinforcement Learning-Enhanced LLMs

  Yuanhao Li, Mingshan Liu, Hongbo Wang, Yiding Zhang, Yifei Ma, Wei Tan

  29530-29537

  2026-03-14

• Achieving Equilibrium Under Utility Heterogeneity: An Agent-Attention Framework for Multi-Agent Multi-Objective Reinforcement Learning

  Zhuhui Li, Chunbo Luo, Liming Huang, Luyu Qi, Geyong Min

  29538-29545

  2026-03-14

• IPDA:Intelligent Perception Delay Alignment Method Based on Spatio-Temporal Co-Sensing Calibration

  Jianhang Liu, Dianzheng Zhang, Hongxin Pan, Guangqian Jiang, Runda Fan

  29546-29554

  2026-03-14

• Safe Multi-Agent Reinforcement Learning via Distributional Safety Critic and Maximum Entropy Optimization

  Qiwei Liu, Ye Yuan, Lingyue Zhang, Kaitian Chen, Yunkai Lv, Sheng Gao, Huaicheng Yan

  29555-29563

  2026-03-14

• HCPO: Hierarchical Conductor-Based Policy Optimization in Multi-Agent Reinforcement Learning

  Zejiao Liu, Junqi Tu, Yitian Hong, Luolin Xiong, Yaochu Jin, Yang Tang, Fangfei Li

  29564-29572

  2026-03-14

• SEVADE: Self-Evolving Multi-Agent Analysis with Decoupled Evaluation for Hallucination-Resistant Sarcasm Detection

  Ziqi Liu, Ziyang Zhou, Yilin Li, Mingxuan Hu, Yushan Pan, Zhijie Xu, Yangbin Chen

  29573-29581

  2026-03-14

• Think, Speak, Decide: Language-Augmented Multi-Agent Reinforcement Learning for Economic Decision-Making

  Heyang Ma, Qirui Mi, Qipeng Yang, Zijun Fan, Bo Li, Haifeng Zhang

  29582-29590

  2026-03-14

• StyleTailor: Towards Personalized Fashion Styling via Hierarchical Negative Feedback

  Hongbo Ma, Fei Shen, Hongbin Xu, Xiaoce Wang, Gang Xu, Jinkai Zheng, Liangqiong Qu, Ming Li

  29591-29599

  2026-03-14

• Regular Games -- an Automata-Based General Game Playing Language

  Radosław Miernik, Marek Szykuła, Jakub Kowalski, Jakub Cieśluk, Łukasz Galas, Wojciech Pawlik

  29600-29607

  2026-03-14

• Adaptive Theory of Mind for LLM-based Multi-Agent Coordination

  Chunjiang Mu, Ya Zeng, Qiaosheng Zhang, Kun Shao, Chen Chu, Hao Guo, Danyang Jia, Zhen Wang, Shuyue Hu

  29608-29616

  2026-03-14

• Multi-Agent Corridor Reasoning for Multi-Agent Path Finding

  Yiran Ni, Deshi Ye

  29617-29624

  2026-03-14

• Equilibrium-Driven Vertical Federated Learning with Selective Privacy Protection

  Yuanzhe Peng, Wenwei Zhao, Zhuo Lu, Jie Xu

  29625-29632

  2026-03-14

• Truncated Counterfactual Learning for Anytime Multi-Agent Path Finding

  Thomy Phan, Shao-Hung Chan, Sven Koenig

  29633-29641

  2026-03-14

• Spatially Grouped Curriculum Learning for Multi-Agent Path Finding

  Thomy Phan, Sven Koenig

  29642-29650

  2026-03-14

• CAMAR: Continuous Actions Multi-Agent Routing

  Artem Pshenitsyn, Aleksandr Panov, Alexey Skrynnik

  29651-29659

  2026-03-14

• Towards Effective Offensive Security LLM Agents: Hyperparameter Tuning, LLM as a Judge, and a Lightweight CTF Benchmark

  Minghao Shao, Nanda Rani, Kimberly Milner, Haoran Xi, Meet Udeshi, Saksham Aggarwal, Venkata Sai Charan Putrevu, Sandeep K. Shukla, Prashanth Krishnamurthy, Farshad Khorrami, Ramesh Karri, Muhammad Shafique

  29660-29668

  2026-03-14

• A Graph-Theoretical Perspective on Law Design for Multiagent Systems

  Qi Shi, Pavel Naumov

  29669-29677

  2026-03-14

• Concept-RuleNet: Grounded Multi-Agent Neurosymbolic Reasoning in Vision Language Models

  Sanchit Sinha, Guangzhi Xiong, Zhenghao He, Aidong Zhang

  29678-29686

  2026-03-14

• BTPG-max: Achieving Local Maximal Bidirectional Pairs for Bidirectional Temporal Plan Graphs

  Yifan Su, Rishi Veerapaneni, Jiaoyang Li

  29687-29695

  2026-03-14

• MACoT: Synthesizing Chains of Thought for Small Models via Multi-Agent Collaboration

  Guokai Tang, Feng Zhao

  29696-29704

  2026-03-14

• From Text to Simulation: A Multi-Agent LLM Workflow for Automated Chemical Process Design

  Xufei Tian, Wenli Du, Shaoyi Yang, Han Hu, Hui Xin, Shifeng Qu, Ke Ye

  29705-29713

  2026-03-14

• DanceHA: A Multi-Agent Framework for Document-Level Aspect-Based Sentiment Analysis

  Lei Wang, Min Huang, Eduard Dragut

  29714-29722

  2026-03-14

• AcoustoReinforce: Multi-Particle Acoustophoretic Path Planning with Deep Reinforcement Learning

  Pengyuan Wei, Giorgos Christopoulos, Zhouyang Shen, Jincheng Wang, Joshua Mukherjee, Ryuji Hirayama, Sriram Subramanian, Prateek Mittal

  29723-29730

  2026-03-14

• InfoCom: Kilobyte-Scale Communication-Efficient Collaborative Perception with Information Bottleneck

  Quanmin Wei, Penglin Dai, Wei Li, Bingyi Liu, Xiao Wu

  29731-29739

  2026-03-14

• MARPO: A Reflective Policy Optimization for Multi-Agent Reinforcement Learning

  Cuiling Wu, Yaozhong Gan, Junliang Xing, Ying Fu

  29740-29748

  2026-03-14