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Methodology
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Artificial Intelligence
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Multi-Agent Systems
3306 directly classified papers
Papers per year
2003: 3
2005: 4
2006: 6
2007: 10
2008: 10
2009: 11
2010: 8
2011: 12
2012: 11
2013: 25
2014: 18
2015: 19
2016: 25
2017: 96
2018: 117
2019: 248
2020: 262
2021: 315
2022: 287
2023: 339
2024: 453
2025: 737
2026: 290
Papers
SRefiner: Soft-Braid Attention for Multi-Agent Trajectory Refinement
ICCV 2025
CogNav: Cognitive Process Modeling for Object Goal Navigation with LLMs
ICCV 2025
Event-Driven Storytelling with Multiple Lifelike Humans in a 3D Scene
ICCV 2025
RTADev: Intention Aligned Multi-Agent Framework for Software Development
ACL 2025
NuPlanQA: A Large-Scale Dataset and Benchmark for Multi-View Driving Scene Understanding in Multi-Modal Large Language Models
ICCV 2025
Rethinking Bimanual Robotic Manipulation: Learning with Decoupled Interaction Framework
ICCV 2025
Resonance: Learning to Predict Social-Aware Pedestrian Trajectories as Co-Vibrations
ICCV 2025
Explaining Decisions of Agents in Mixed-Motive Games
AAAI 2025
Joint Scoring Rules: Competition Between Agents Avoids Performative Prediction
AAAI 2025
UACOF: A USV-AUV Collaboration Framework for Underwater Tasks Under Extreme Sea Conditions (Student Abstract)
AAAI 2025
Unified Multi-Agent Trajectory Modeling with Masked Trajectory Diffusion
ICCV 2025
Shaping Shared Languages: Human and Large Language Models' Inductive Biases in Emergent Communication
IJCAI 2025
AffordDexGrasp: Open-set Language-guided Dexterous Grasp with Generalizable-Instructive Affordance
ICCV 2025
Agents generalize to novel levels of abstraction by using adaptive linguistic strategies
ACL 2025
Exploring Health Misinformation Detection with Multi-Agent Debate
IJCNLP 2025
Game Theory Meets Large Language Models: A Systematic Survey
IJCAI 2025
OseiBrefo-Liang at SemEval-2025 Task 8 : A Multi-Agent LLM code generation approach for answering Tabular Questions
ACL 2025
Qwen2.5-xCoder: Multi-Agent Collaboration for Multilingual Code Instruction Tuning
ACL 2025
A Multi-Agent Framework for Mitigating Dialect Biases in Privacy Policy Question-Answering Systems
ACL 2025
ASP Chef Chats with Large Language Models
IJCAI 2025
111DUT at SemEval-2025 Task 8:Hierarchical Chain-of-Thought Reasoning and Multi-Model Deliberation for Robust TableQA
ACL 2025
iAgent: LLM Agent as a Shield between User and Recommender Systems
ACL 2025
MERIT: Multi-Agent Collaboration for Unsupervised Time Series Representation Learning
ACL 2025
A Multi-AI Agent System for Autonomous Optimization of Agentic AI Solutions via Iterative Refinement and LLM-Driven Feedback Loops
ACL 2025
GA-S3: Comprehensive Social Network Simulation with Group Agents
ACL 2025
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