Multi-Agent Systems

Quickest Detection of Adversarial Attacks Against Correlated Equilibria AAAI 2025 Replicating Electoral Success AAAI 2025 Requirement Patterns for Engineering Multiagent Interaction Protocols IJCAI 2025 ReSo: A Reward-driven Self-organizing LLM-based Multi-Agent System for Reasoning Tasks EMNLP 2025 RoboFactory: Exploring Embodied Agent Collaboration with Compositional Constraints ICCV 2025 Sample Complexity of Linear Regression Models for Opinion Formation in Networks AAAI 2025 Separate the Wheat from the Chaff: Winnowing Down Divergent Views in Retrieval Augmented Generation EMNLP 2025 Sequential Order Adjustment of Action Decisions for Multi-Agent Transformer (Student Abstract) AAAI 2025 Single-Loop Federated Actor-Critic across Heterogeneous Environments AAAI 2025 SPARK: Simulating the Co-evolution of Stance and Topic Dynamics in Online Discourse with LLM-based Agents EMNLP 2025 Strategyproof Matching of Roommates and Rooms AAAI 2025 Synchronization in Learning in Periodic Zero-Sum Games Triggers Divergence from Nash Equilibrium AAAI 2025 System Neural Diversity: Measuring Behavioral Heterogeneity in Multi-Agent Learning JMLR 2025 The Cost Perspective of Liquid Democracy: Feasibility and Control AAAI 2025 The (Exact) Price of Cardinality for Indivisible Goods: A Parametric Perspective AAAI 2025 The Stepwise Deception: Simulating the Evolution from True News to Fake News with LLM Agents EMNLP 2025 TinyScientist: An Interactive, Extensible, and Controllable Framework for Building Research Agents EMNLP 2025 Towards Provably Efficient Learning of Imperfect Information Extensive-Form Games with Linear Function Approximation UAI 2025 TST: A Schema-Based Top-Down and Dynamic-Aware Agent of Text-to-Table Tasks ACL 2025 Understanding Individual Agent Importance in Multi-Agent System via Counterfactual Reasoning AAAI 2025 Weak Strategyproofness in Randomized Social Choice AAAI 2025 Welfare-Optimal Serial Dictatorships Have Polynomial Query Complexity AAAI 2025 You Share Beliefs, I Adapt: Progressive Heterogeneous Collaborative Perception ICCV 2025 A Fairness-Driven Method for Learning Human-Compatible Negotiation Strategies EMNLP 2024 A Generalizable Theory-Driven Agent-Based Framework to Study Conflict-Induced Forced Migration AAAI 2024