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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
Responsibility in Extensive Form Games
AAAI 2024
Beyond Single Stationary Policies: Meta-Task Players as Naturally Superior Collaborators
NIPS 2024
Robust Communicative Multi-Agent Reinforcement Learning with Active Defense
AAAI 2024
What Makes Good Collaborative Views? Contrastive Mutual Information Maximization for Multi-Agent Perception
AAAI 2024
ERMVP: Communication-Efficient and Collaboration-Robust Multi-Vehicle Perception in Challenging Environments
CVPR 2024
Learn to Follow: Decentralized Lifelong Multi-Agent Pathfinding via Planning and Learning
AAAI 2024
PMAC: Personalized Multi-Agent Communication
AAAI 2024
Decentralized Monte Carlo Tree Search for Partially Observable Multi-Agent Pathfinding
AAAI 2024
LASIL: Learner-Aware Supervised Imitation Learning For Long-term Microscopic Traffic Simulation
CVPR 2024
Leveraging Partial Symmetry for Multi-Agent Reinforcement Learning
AAAI 2024
Settling Decentralized Multi-Agent Coordinated Exploration by Novelty Sharing
AAAI 2024
Stability of Multi-Agent Learning in Competitive Networks: Delaying the Onset of Chaos
AAAI 2024
Decomposing Temporal Equilibrium Strategy for Coordinated Distributed Multi-Agent Reinforcement Learning
AAAI 2024
Enhancing Policy Gradient Algorithms with Search in Imperfect Information Games
IJCAI 2024
Multi-agent Collaborative Perception via Motion-aware Robust Communication Network
CVPR 2024
Optimistic Value Instructors for Cooperative Multi-Agent Reinforcement Learning
AAAI 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
ProAgent: Building Proactive Cooperative Agents with Large Language Models
AAAI 2024
i-Rebalance: Personalized Vehicle Repositioning for Supply Demand Balance
AAAI 2024
Learning Not to Regret
AAAI 2024
FedCompetitors: Harmonious Collaboration in Federated Learning with Competing Participants
AAAI 2024
Does Egalitarian Fairness Lead to Instability? The Fairness Bounds in Stable Federated Learning Under Altruistic Behaviors
NIPS 2024
Grounding Language in Multi-Perspective Referential Communication
EMNLP 2024
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