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Multi-Agent Systems

3306 directly classified papers

Papers per year

Papers

Curse or Redemption? How Data Heterogeneity Affects the Robustness of Federated Learning AAAI 2021

Causal Inference under Networked Interference and Intervention Policy Enhancement AISTATS 2021

Controlling Graph Dynamics with Reinforcement Learning and Graph Neural Networks ICML 2021

Few-shot Language Coordination by Modeling Theory of Mind ICML 2021

Large-Scale Multi-Agent Deep FBSDEs ICML 2021

A Role-Selected Sharing Network for Joint Machine-Human Chatting Handoff and Service Satisfaction Analysis EMNLP 2021

Efficient Querying for Cooperative Probabilistic Commitments AAAI 2021

ESO-MAPF: Bridging Discrete Planning and Continuous Execution in Multi-Agent Pathfinding AAAI 2021

Symmetry Breaking for k-Robust Multi-Agent Path Finding AAAI 2021

Learning Game-Theoretic Models of Multiagent Trajectories Using Implicit Layers AAAI 2021

Predictive Agent-Based Modeling of Natural Disasters Using Machine Learning AAAI 2021

Distributed Situation Awareness for Multi-agent Mission in Dynamic Environments: A Case Study of Multi-UAVs Wildfires Searching AAAI 2021

Time-Independent Planning for Multiple Moving Agents AAAI 2021

Dynamic Multi-Context Attention Networks for Citation Forecasting of Scientific Publications AAAI 2021

The benefits of sharing: a cloud-aided performance-driven framework to learn optimal feedback policies L4DC 2021

Social NCE: Contrastive Learning of Socially-Aware Motion Representations ICCV 2021

Multi-agent Reinforcement Learning for Decentralized Coalition Formation Games AAAI 2021

Competing AI: How does competition feedback affect machine learning? AISTATS 2021

Fair Pairwise Exchange among Groups IJCAI 2021

Manipulation of k-Coalitional Games on Social Networks IJCAI 2021

Strategically efficient exploration in competitive multi-agent reinforcement learning UAI 2021

Neural Enhanced Belief Propagation on Factor Graphs AISTATS 2021

Altruism Design in Networked Public Goods Games IJCAI 2021

Budget-Constrained Coalition Strategies with Discounting IJCAI 2021

Modularity in Reinforcement Learning via Algorithmic Independence in Credit Assignment ICML 2021