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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
An Imitation from Observation Approach to Transfer Learning with Dynamics Mismatch
NIPS 2020
Influence-Augmented Online Planning for Complex Environments
NIPS 2020
A Boolean Task Algebra for Reinforcement Learning
NIPS 2020
EvolveGraph: Multi-Agent Trajectory Prediction with Dynamic Relational Reasoning
NIPS 2020
A game-theoretic analysis of networked system control for common-pool resource management using multi-agent reinforcement learning
NIPS 2020
Coalitional Strategic Behaviour in Collective Decision Making
AAAI 2020
Balancing Spreads of Influence in a Social Network
AAAI 2020
Toward A Thousand Lights: Decentralized Deep Reinforcement Learning for Large-Scale Traffic Signal Control
AAAI 2020
Reasoning on Knowledge Graphs with Debate Dynamics
AAAI 2020
Google Research Football: A Novel Reinforcement Learning Environment
AAAI 2020
Continual Adaptation for Efficient Machine Communication
EMNLP 2020
Closing the Loop: Bringing Humans into Empirical Computational Social Choice and Preference Reasoning
IJCAI 2020
Collective Decision Making under Incomplete Knowledge: Possible and Necessary Solutions
IJCAI 2020
3D Dynamic Scene Graphs: Actionable Spatial Perception with Places, Objects, and Humans
RSS 2020
Adversarial Fence Patrolling: Non-Uniform Policies for Asymmetric Environments
AAAI 2020
Multi-Agent/Robot Deep Reinforcement Learning with Macro-Actions (Student Abstract)
AAAI 2020
Multi-agent Communication meets Natural Language: Synergies between Functional and Structural Language Learning
ACL 2020
Integrating Graph-Based and Transition-Based Dependency Parsers in the Deep Contextualized Era
ACL 2020
Learning Multi-Agent Coordination for Enhancing Target Coverage in Directional Sensor Networks
NIPS 2020
Incorporating Pragmatic Reasoning Communication into Emergent Language
NIPS 2020
Towards an Artificial Argumentation System
IJCAI 2020
Learning Implicit Credit Assignment for Cooperative Multi-Agent Reinforcement Learning
NIPS 2020
Cooperative Online Learning: Keeping your Neighbors Updated
ALT 2020
Reward Propagation Using Graph Convolutional Networks
NIPS 2020
Multi-agent active perception with prediction rewards
NIPS 2020
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