Multi-Agent Systems

EvoAgentX: An Automated Framework for Evolving Agentic Workflows EMNLP 2025 Evolution in Simulation: AI-Agent School with Dual Memory for High-Fidelity Educational Dynamics EMNLP 2025 Exact Algorithms and Lower Bounds for Forming Coalitions of Constrained Maximum Size AAAI 2025 Exact Algorithms for Multiagent Path Finding with Communication Constraints on Tree-Like Structures AAAI 2025 ExACT: Teaching AI Agents to Explore with Reflective-MCTS and Exploratory Learning ICLR 2025 Expected Return Symmetries ICLR 2025 Experiencing of Sensorium Arc: AI Agent System for Oceanic Data Exploration and Interactive Eco-Art NeurIPS 2025 Explain-Analyze-Generate: A Sequential Multi-Agent Collaboration Method for Complex Reasoning COLING 2025 Explaining Decisions of Agents in Mixed-Motive Games AAAI 2025 Explanations for Multi-Agent Reinforcement Learning AAAI 2025 Exploiting inter-agent coupling information for efficient reinforcement learning of cooperative LQR L4DC 2025 Exploring Health Misinformation Detection with Multi-Agent Debate AACL 2025 Exploring Multi-Modal Data with Tool-Augmented LLM Agents for Precise Causal Discovery ACL 2025 Exploring Prosocial Irrationality for LLM Agents: A Social Cognition View ICLR 2025 FACT-AUDIT: An Adaptive Multi-Agent Framework for Dynamic Fact-Checking Evaluation of Large Language Models ACL 2025 Fair Division via the Cake-Cutting Share AAAI 2025 Fair Division with Market Values AAAI 2025 Fair Division with Social Impact AAAI 2025 Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation NAACL 2025 Faster Machine Translation Ensembling with Reinforcement Learning and Competitive Correction NAACL 2025 FedCross: Intertemporal Federated Learning Under Evolutionary Games AAAI 2025 Federated Assemblies AAAI 2025 Federated Posterior Sharing for Multi-Agent Systems in Uncertain Environments L4DC 2025 FedSSI: Rehearsal-Free Continual Federated Learning with Synergistic Synaptic Intelligence ICML 2025 FERMI: Flexible Radio Mapping with a Hybrid Propagation Model and Scalable Autonomous Data Collection RSS 2025