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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
Unveiling the Truth and Facilitating Change: Towards Agent-based Large-scale Social Movement Simulation
ACL 2024
iKUN: Speak to Trackers without Retraining
CVPR 2024
Multiagent Multitraversal Multimodal Self-Driving: Open MARS Dataset
CVPR 2024
LogiCity: Advancing Neuro-Symbolic AI with Abstract Urban Simulation
NIPS 2024
Emergent Communication for Numerical Concepts Generalization
AAAI 2024
Exact Algorithms and Lowerbounds for Multiagent Path Finding: Power of Treelike Topology
AAAI 2024
Small But Funny: A Feedback-Driven Approach to Humor Distillation
ACL 2024
Memory Asymmetry Creates Heteroclinic Orbits to Nash Equilibrium in Learning in Zero-Sum Games
AAAI 2024
Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View
ACL 2024
Don’t Hallucinate, Abstain: Identifying LLM Knowledge Gaps via Multi-LLM Collaboration
ACL 2024
Adversarial Socialbots Modeling Based on Structural Information Principles
AAAI 2024
Collaborative Weakly Supervised Video Correlation Learning for Procedure-Aware Instructional Video Analysis
AAAI 2024
Grounding Language in Multi-Perspective Referential Communication
EMNLP 2024
Communication-Efficient Collaborative Regret Minimization in Multi-Armed Bandits
AAAI 2024
Learning in Online Principal-Agent Interactions: The Power of Menus
AAAI 2024
DataNarrative: Automated Data-Driven Storytelling with Visualizations and Texts
EMNLP 2024
MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making
NIPS 2024
A Fairness-Driven Method for Learning Human-Compatible Negotiation Strategies
EMNLP 2024
AUTOGEN STUDIO: A No-Code Developer Tool for Building and Debugging Multi-Agent Systems
EMNLP 2024
LLM-Based Agent Society Investigation: Collaboration and Confrontation in Avalon Gameplay
EMNLP 2024
Boosting LLM Agents with Recursive Contemplation for Effective Deception Handling
ACL 2024
Shall We Team Up: Exploring Spontaneous Cooperation of Competing LLM Agents
EMNLP 2024
Accelerate Multi-Agent Reinforcement Learning in Zero-Sum Games with Subgame Curriculum Learning
AAAI 2024
ChatDev: Communicative Agents for Software Development
ACL 2024
Harnessing Network Effect for Fake News Mitigation: Selecting Debunkers via Self-Imitation Learning
AAAI 2024
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