From Single to Societal: Analyzing Persona-Induced Bias in Multi-Agent Interactions
Fuente:
arXiv
Saved in:
| Main Authors: | Li, Jiayi, Liu, Xiao, Feng, Yansong |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
HARBOR: Exploring Persona Dynamics in Multi-Agent Competition
by: Jiang, Kenan, et al.
Published: (2025)
by: Jiang, Kenan, et al.
Published: (2025)
Aligned Agents, Biased Swarm: Measuring Bias Amplification in Multi-Agent Systems
by: Li, Keyu, et al.
Published: (2026)
by: Li, Keyu, et al.
Published: (2026)
When Single-Agent with Skills Replace Multi-Agent Systems and When They Fail
by: Li, Xiaoxiao
Published: (2026)
by: Li, Xiaoxiao
Published: (2026)
When Identity Skews Debate: Anonymization for Bias-Reduced Multi-Agent Reasoning
by: Choi, Hyeong Kyu, et al.
Published: (2025)
by: Choi, Hyeong Kyu, et al.
Published: (2025)
Static Sandboxes Are Inadequate: Modeling Societal Complexity Requires Open-Ended Co-Evolution in LLM-Based Multi-Agent Simulations
by: Chen, Jinkun, et al.
Published: (2025)
by: Chen, Jinkun, et al.
Published: (2025)
AgentArk: Distilling Multi-Agent Intelligence into a Single LLM Agent
by: Luo, Yinyi, et al.
Published: (2026)
by: Luo, Yinyi, et al.
Published: (2026)
Single-Agent Scaling Fails Multi-Agent Intelligence: Towards Foundation Models with Native Multi-Agent Intelligence
by: Hu, Shuyue, et al.
Published: (2025)
by: Hu, Shuyue, et al.
Published: (2025)
The Bystander Effect in Multi-Agent Reasoning: Quantifying Cognitive Loafing in Collaborative Interactions
by: Shehata, Dahlia, et al.
Published: (2026)
by: Shehata, Dahlia, et al.
Published: (2026)
Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications
by: Han, Jindong, et al.
Published: (2025)
by: Han, Jindong, et al.
Published: (2025)
SODE: Analyzing Social Dynamics in LLM Agents
by: Jung, Inseo, et al.
Published: (2026)
by: Jung, Inseo, et al.
Published: (2026)
Scaling Behavior of Single LLM-Driven Multi-Agent Systems
by: Li, Jialing, et al.
Published: (2026)
by: Li, Jialing, et al.
Published: (2026)
Beyond Single-Agent Safety: A Taxonomy of Risks in LLM-to-LLM Interactions
by: Bisconti, Piercosma, et al.
Published: (2025)
by: Bisconti, Piercosma, et al.
Published: (2025)
Interactional Fairness in LLM Multi-Agent Systems: An Evaluation Framework
by: Binkyte, Ruta
Published: (2025)
by: Binkyte, Ruta
Published: (2025)
Interaction Pattern Disentangling for Multi-Agent Reinforcement Learning
by: Liu, Shunyu, et al.
Published: (2022)
by: Liu, Shunyu, et al.
Published: (2022)
High-order Interactions Modeling for Interpretable Multi-Agent Q-Learning
by: Xu, Qinyu, et al.
Published: (2025)
by: Xu, Qinyu, et al.
Published: (2025)
OPTAGENT: Optimizing Multi-Agent LLM Interactions Through Verbal Reinforcement Learning for Enhanced Reasoning
by: Bi, Zhenyu, et al.
Published: (2025)
by: Bi, Zhenyu, et al.
Published: (2025)
Enhancing LLM Problem Solving via Tutor-Student Multi-Agent Interaction
by: Özdemir, Nurullah Eymen, et al.
Published: (2026)
by: Özdemir, Nurullah Eymen, et al.
Published: (2026)
SIGMAS: Second-Order Interaction-based Grouping for Overlapping Multi-Agent Swarms
by: Lee, Minah, et al.
Published: (2026)
by: Lee, Minah, et al.
Published: (2026)
Heterogeneous Interaction Modeling With Reduced Accumulated Error for Multi-Agent Trajectory Prediction
by: Chen, Siyuan, et al.
Published: (2024)
by: Chen, Siyuan, et al.
Published: (2024)
CoMMa: Contribution-Aware Medical Multi-Agents From A Game-Theoretic Perspective
by: Wu, Yichen, et al.
Published: (2026)
by: Wu, Yichen, et al.
Published: (2026)
Inverse Attention Agents for Multi-Agent Systems
by: Long, Qian, et al.
Published: (2024)
by: Long, Qian, et al.
Published: (2024)
CityGPT: Towards Urban IoT Learning, Analysis and Interaction with Multi-Agent System
by: Guan, Qinghua, et al.
Published: (2024)
by: Guan, Qinghua, et al.
Published: (2024)
MPAC: A Multi-Principal Agent Coordination Protocol for Interoperable Multi-Agent Collaboration
by: Qian, Kaiyang, et al.
Published: (2026)
by: Qian, Kaiyang, et al.
Published: (2026)
AgentMixer: Multi-Agent Correlated Policy Factorization
by: Li, Zhiyuan, et al.
Published: (2024)
by: Li, Zhiyuan, et al.
Published: (2024)
Agent-based Modeling and Simulation of Human Muscle For Development of Human Gait Analyzer Application
by: Saadati, Sina, et al.
Published: (2022)
by: Saadati, Sina, et al.
Published: (2022)
Convergence dynamics of Agent-to-Agent Interactions with Misaligned objectives
by: Cosentino, Romain, et al.
Published: (2025)
by: Cosentino, Romain, et al.
Published: (2025)
Vulnerable Agent Identification in Large-Scale Multi-Agent Reinforcement Learning
by: Li, Simin, et al.
Published: (2025)
by: Li, Simin, et al.
Published: (2025)
HAMLET: A Hierarchical and Adaptive Multi-Agent Framework for Live Embodied Theatrics
by: Jiang, Shufan, et al.
Published: (2025)
by: Jiang, Shufan, et al.
Published: (2025)
Multi-Agent Target Assignment and Path Finding for Intelligent Warehouse: A Cooperative Multi-Agent Deep Reinforcement Learning Perspective
by: Liu, Qi, et al.
Published: (2024)
by: Liu, Qi, et al.
Published: (2024)
ComfyGPT: A Self-Optimizing Multi-Agent System for Comprehensive ComfyUI Workflow Generation
by: Huang, Oucheng, et al.
Published: (2025)
by: Huang, Oucheng, et al.
Published: (2025)
Multi-Agent Continuous Control with Generative Flow Networks
by: Luo, Shuang, et al.
Published: (2024)
by: Luo, Shuang, et al.
Published: (2024)
R2BC: Multi-Agent Imitation Learning from Single-Agent Demonstrations
by: Mattson, Connor, et al.
Published: (2025)
by: Mattson, Connor, et al.
Published: (2025)
Multi-Agent Guided Policy Optimization
by: Li, Yueheng, et al.
Published: (2025)
by: Li, Yueheng, et al.
Published: (2025)
AOI: Context-Aware Multi-Agent Operations via Dynamic Scheduling and Hierarchical Memory Compression
by: Bai, Zishan, et al.
Published: (2025)
by: Bai, Zishan, et al.
Published: (2025)
AgentSchool: An LLM-Powered Multi-Agent Simulation for Education
by: Ye, Yulei, et al.
Published: (2026)
by: Ye, Yulei, et al.
Published: (2026)
Position: Emergent Machina Sapiens Urge Rethinking Multi-Agent Paradigms
by: Li, Hepeng, et al.
Published: (2025)
by: Li, Hepeng, et al.
Published: (2025)
Achieving Equilibrium under Utility Heterogeneity: An Agent-Attention Framework for Multi-Agent Multi-Objective Reinforcement Learning
by: Li, Zhuhui, et al.
Published: (2025)
by: Li, Zhuhui, et al.
Published: (2025)
Very Large-Scale Multi-Agent Simulation in AgentScope
by: Pan, Xuchen, et al.
Published: (2024)
by: Pan, Xuchen, et al.
Published: (2024)
Scalable Safe Multi-Agent Reinforcement Learning for Multi-Agent System
by: Du, Haikuo, et al.
Published: (2025)
by: Du, Haikuo, et al.
Published: (2025)
M^4olGen: Multi-Agent, Multi-Stage Molecular Generation under Precise Multi-Property Constraints
by: Li, Yizhan, et al.
Published: (2026)
by: Li, Yizhan, et al.
Published: (2026)
Similar Items
-
HARBOR: Exploring Persona Dynamics in Multi-Agent Competition
by: Jiang, Kenan, et al.
Published: (2025) -
Aligned Agents, Biased Swarm: Measuring Bias Amplification in Multi-Agent Systems
by: Li, Keyu, et al.
Published: (2026) -
When Single-Agent with Skills Replace Multi-Agent Systems and When They Fail
by: Li, Xiaoxiao
Published: (2026) -
When Identity Skews Debate: Anonymization for Bias-Reduced Multi-Agent Reasoning
by: Choi, Hyeong Kyu, et al.
Published: (2025) -
Static Sandboxes Are Inadequate: Modeling Societal Complexity Requires Open-Ended Co-Evolution in LLM-Based Multi-Agent Simulations
by: Chen, Jinkun, et al.
Published: (2025)