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Methodology
← Core AI
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
Internal and external pressures on language emergence: least effort, object constancy and frequency
EMNLP 2020
Emergent Language Generalization and Acquisition Speed are not tied to Compositionality
EMNLP 2020
A simple repair mechanism can alleviate computational demands of pragmatic reasoning: simulations and complexity analysis
EMNLP 2020
“LazImpa”: Lazy and Impatient neural agents learn to communicate efficiently
EMNLP 2020
Learning Strategic Network Emergence Games
NIPS 2020
Mechanism Design with Predicted Task Revenue for Bike Sharing Systems
AAAI 2020
Emergence of Writing Systems through Multi-Agent Cooperation (Student Abstract)
AAAI 2020
Message Passing for Hyper-Relational Knowledge Graphs
EMNLP 2020
Fairness Does Not Imply Satisfaction (Student Abstract)
AAAI 2020
End-to-End Game-Focused Learning of Adversary Behavior in Security Games
AAAI 2020
Solving Sum-of-Costs Multi-Agent Pathfinding with Answer-Set Programming
AAAI 2020
Swap Stability in Schelling Games on Graphs
AAAI 2020
Reinforcement Mechanism Design: With Applications to Dynamic Pricing in Sponsored Search Auctions
AAAI 2020
Multi-Type Resource Allocation with Partial Preferences
AAAI 2020
Bounded Incentives in Manipulating the Probabilistic Serial Rule
AAAI 2020
Learning to Interactively Learn and Assist
AAAI 2020
Atari-HEAD: Atari Human Eye-Tracking and Demonstration Dataset
AAAI 2020
HS-CAI: A Hybrid DCOP Algorithm via Combining Search with Context-Based Inference
AAAI 2020
MOSS: End-to-End Dialog System Framework with Modular Supervision
AAAI 2020
Optimally Solving Two-Agent Decentralized POMDPs Under One-Sided Information Sharing
ICML 2020
Symbolic Network: Generalized Neural Policies for Relational MDPs
ICML 2020
Decentralized Reinforcement Learning: Global Decision-Making via Local Economic Transactions
ICML 2020
Provable Self-Play Algorithms for Competitive Reinforcement Learning
ICML 2020
Regret Bounds for Decentralized Learning in Cooperative Multi-Agent Dynamical Systems
UAI 2020
Automatic Scoring at Multi-Granularity for L2 Pronunciation
INTERSPEECH 2020
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