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Multi-Agent Systems

3306 directly classified papers

Papers per year

Papers

LLaMP: Large Language Model Made Powerful for High-fidelity Materials Knowledge Retrieval EMNLP 2025
LLM×MapReduce-V3: Enabling Interactive In-Depth Survey Generation through a MCP-Driven Hierarchically Modular Agent System EMNLP 2025
Deep Reinforcement Learning-based Dialogue Policy with Graph Convolutional Q-network COLING 2024
i-Rebalance: Personalized Vehicle Repositioning for Supply Demand Balance AAAI 2024
Schema-Guided Culture-Aware Complex Event Simulation with Multi-Agent Role-Play EMNLP 2024
CAVEN: An Embodied Conversational Agent for Efficient Audio-Visual Navigation in Noisy Environments AAAI 2024
TensorOpera Router: A Multi-Model Router for Efficient LLM Inference EMNLP 2024
Higher-order Relational Reasoning for Pedestrian Trajectory Prediction CVPR 2024
BattleAgent: Multi-modal Dynamic Emulation on Historical Battles to Complement Historical Analysis EMNLP 2024
Adversarial Environment Design via Regret-Guided Diffusion Models NIPS 2024
MARCO: Multi-Agent Real-time Chat Orchestration EMNLP 2024
Multi-agent Collaborative Perception via Motion-aware Robust Communication Network CVPR 2024
Natural Strategic Ability in Stochastic Multi-Agent Systems AAAI 2024
MATSA: Multi-Agent Table Structure Attribution EMNLP 2024
Digital Life Project: Autonomous 3D Characters with Social Intelligence CVPR 2024
Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration NIPS 2024
Fisher Mask Nodes for Language Model Merging COLING 2024
On Alternating-Time Temporal Logic, Hyperproperties, and Strategy Sharing AAAI 2024
OPEx: A Component-Wise Analysis of LLM-Centric Agents in Embodied Instruction Following ACL 2024
Aegis:An Advanced LLM-Based Multi-Agent for Intelligent Functional Safety Engineering EMNLP 2024
MADiff: Offline Multi-agent Learning with Diffusion Models NIPS 2024
Your Co-Workers Matter: Evaluating Collaborative Capabilities of Language Models in Blocks World ACL 2024
Rethinking the Bounds of LLM Reasoning: Are Multi-Agent Discussions the Key? ACL 2024
ReDel: A Toolkit for LLM-Powered Recursive Multi-Agent Systems EMNLP 2024
Promptable Behaviors: Personalizing Multi-Objective Rewards from Human Preferences CVPR 2024