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Multi-Agent Systems

3306 directly classified papers

Papers per year

Papers

Biases in Opinion Dynamics in Multi-Agent Systems of Large Language Models: A Case Study on Funding Allocation NAACL 2025
Demonstrating Arena 5.0: A Photorealistic ROS2 Simulation Framework for Developing and Benchmarking Social Navigation RSS 2025
Speedup Techniques for Switchable Temporal Plan Graph Optimization AAAI 2025
HiMATE: A Hierarchical Multi-Agent Framework for Machine Translation Evaluation EMNLP 2025
The Power of Bullet Lists: A Simple Yet Effective Prompting Approach to Enhancing Spatial Reasoning in Large Language Models NAACL 2025
LLM-based Collaborative Agents with Pedagogy-guided Interaction Modeling for Timely Instructive Feedback Generation in Task-oriented Group Discussions IJCAI 2025
An Open-Ended Learning Framework for Opponent Modeling AAAI 2025
Multi Agent Reinforcement Learning for Sequential Satellite Assignment Problems AAAI 2025
AgentMixer: Multi-Agent Correlated Policy Factorization AAAI 2025
Judging with Many Minds: Do More Perspectives Mean Less Prejudice? On Bias Amplification and Resistance in Multi-Agent Based LLM-as-Judge EMNLP 2025
Investigating Relational State Abstraction in Collaborative MARL AAAI 2025
Understanding Individual Agent Importance in Multi-Agent System via Counterfactual Reasoning AAAI 2025
Paid with Models: Optimal Contract Design for Collaborative Machine Learning AAAI 2025
Unveiling the Threat of Fraud Gangs to Graph Neural Networks: Multi-Target Graph Injection Attacks Against GNN-Based Fraud Detectors AAAI 2025
Agent-Aware Training for Agent-Agnostic Action Advising in Deep Reinforcement Learning AAAI 2025
On the Power of Randomization for Obviously Strategy-Proof Mechanisms AAAI 2025
Constant-Factor Distortion Mechanisms for k-Committee Election AAAI 2025
A Unified Model of Direct and Indirect Reciprocity in Multichannel Games AAAI 2025
FACT-AUDIT: An Adaptive Multi-Agent Framework for Dynamic Fact-Checking Evaluation of Large Language Models ACL 2025
Constrained Fair and Efficient Allocations AAAI 2025
Temporal Fair Division AAAI 2025
APEX-MR: Multi-Robot Asynchronous Planning and Execution for Cooperative Assembly RSS 2025
Strategyproof Matching of Roommates and Rooms AAAI 2025
Uncommon Belief in Rationality AAAI 2025
Solving Multiagent Path Finding on Highly Centralized Networks AAAI 2025