conftrace_

multi-agent system

1,928 papers

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Also known as

MAS

Co-occurring keywords · papers mentioning both

large language model (440) game theory (234) reinforcement learning (210) multi-agent reinforcement learning (74) nash equilibrium (70) trajectory prediction (64) regret bound (64) deep reinforcement learning (48) emergent communication (42) graph neural network (41)

Papers

Diversity Meets Relevancy: Multi-Agent Knowledge Probing for Industry 4.0 Applications AAAI 2026 Do Mixed-Vendor Multi-Agent LLMs Improve Clinical Diagnosis? EACL 2026 Do Multi-Agents Solve Better Than Single? Evaluating Agentic Frameworks for Diagram-Grounded Geometry Problem Solving and Reasoning EACL 2026 DRAFT-RL: Multi-Agent Chain-of-Draft Reasoning for Reinforcement Learning-Enhanced LLMs AAAI 2026 DRAMA: Next-Gen Dynamic Orchestration for Resilient Multi-Agent Ecosystems in Flux CVPR 2026 Dynamic Generation of Multi LLM Agents Communication Topologies with Graph Diffusion Models ACL 2026 EduNaija AI Tutor: A Multi-Agent Retrieval-Augmented Generation System for Nigerian Curriculum Education EACL 2026 Efficient Multi-Agent System Training with Data Influence-Oriented Tree Search ACL 2026 EmoMAS: Emotion-Aware Multi-Agent System for High-Stakes Edge-Deployable Negotiation with Bayesian Orchestration ACL 2026 Every Response Counts: Quantifying Uncertainty of LLM-based Multi-Agent Systems through Tensor Decomposition ACL 2026 Evo-Attacker: Memory-Augmented Reinforcement Learning for Long-Horizon Tool Attacks on LLM-MAS ACL 2026 EvoSpark: Endogenous Interactive Agent Societies for Unified Long-Horizon Narrative Evolution ACL 2026 Explainable and Fine-Grained Safeguarding of LLM Multi-Agent Systems via Bi-Level Graph Anomaly Detection ACL 2026 Explicit Trait Inference for Multi-Agent Coordination ACL 2026 Extracting Events Like Code: A Multi-Agent Programming Framework for Zero-Shot Event Extraction AAAI 2026 Failure Localization in Multi-Agent Code Generation via Knowledge-Guided and Transferable Reasoning AAAI 2026 Fair Algorithms with Probing for Multi-Agent Multi-Armed Bandits AAAI 2026 Fairness Aware Reinforcement Learning via Proximal Policy Optimization AAAI 2026 Fanar-Sadiq: A Multi-Agent Architecture for Grounded Islamic QA ACL 2026 FantasyHSI: Video-Generation-Centric 4D Human Synthesis in Any Scene Through a Graph-Based Multi-Agent Framework AAAI 2026 FinRpt: Dataset, Evaluation System and LLM-based Multi-agent Framework for Equity Research Report Generation AAAI 2026 FlowSearch: Advancing Deep Research with Dynamic Structured Knowledge Flow ACL 2026 FocalComm: Hard Instance-Aware Multi-Agent Perception WACV 2026 FoleyDesigner: Immersive Stereo Foley Generation with Precise Spatio-Temporal Alignment for Film Clips CVPR 2026 Foresight Optimization for Strategic Reasoning in Large Language Models ACL 2026