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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
Monocular 3D Multi-Person Pose Estimation by Integrating Top-Down and Bottom-Up Networks
CVPR 2021
Learning Asynchronous and Sparse Human-Object Interaction in Videos
CVPR 2021
Dynamic Lane Traffic Signal Control with Group Attention and Multi-Timescale Reinforcement Learning
IJCAI 2021
Collaborative Graph Learning with Auxiliary Text for Temporal Event Prediction in Healthcare
IJCAI 2021
Fast Policy Extragradient Methods for Competitive Games with Entropy Regularization
NIPS 2021
Combining Tree Search and Action Prediction for State-of-the-Art Performance in DouDiZhu
IJCAI 2021
The Emergence of the Shape Bias Results from Communicative Efficiency
CONLL 2021
Improving Multi-Party Dialogue Discourse Parsing via Domain Integration
EMNLP 2021
Multi-Objective Reinforcement Learning for Designing Ethical Environments
IJCAI 2021
MFVFD: A Multi-Agent Q-Learning Approach to Cooperative and Non-Cooperative Tasks
IJCAI 2021
Emergent Prosociality in Multi-Agent Games Through Gifting
IJCAI 2021
Visual Tracking of Deepwater Animals Using Machine Learning-Controlled Robotic Underwater Vehicles
WACV 2021
Potential iLQR: A Potential-Minimizing Controller for Planning Multi-Agent Interactive Trajectories
RSS 2021
Reducing Bus Bunching with Asynchronous Multi-Agent Reinforcement Learning
IJCAI 2021
Mean Field Games Flock! The Reinforcement Learning Way
IJCAI 2021
Identifying Norms from Observation Using MCMC Sampling
IJCAI 2021
Temporal Induced Self-Play for Stochastic Bayesian Games
IJCAI 2021
SMT-based Safety Checking of Parameterized Multi-Agent Systems
AAAI 2021
Improving Math Word Problems with Pre-trained Knowledge and Hierarchical Reasoning
EMNLP 2021
Reasoning About Agents That May Know Other Agents’ Strategies
IJCAI 2021
Time-Constrained Multi-Agent Path Finding in Non-Lattice Graphs with Deep Reinforcement Learning
ACML 2021
Safe Policies for Factored Partially Observable Stochastic Games
RSS 2021
Distributed Covariance Steering with Consensus ADMM for Stochastic Multi-Agent Systems
RSS 2021
Person Search Challenges and Solutions: A Survey
IJCAI 2021
On the Learnability of Knowledge in Multi-Agent Logics
IJCAI 2021
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