Cover Image

APS: Bias-Controlled Adaptive Prototype Simulation for Population-Scale LLM Agents

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zheng, Quan, Gao, Yan, He, Shaobin, Guan, Haoxiang, Tian, Yuanhe, Feng, Jie, Wang, Ming, Zheng, Shuxin, Liu, Zhen
Format:	Preprint
Published:	2026
Subjects:	Multiagent Systems Computers and Society
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Modeling Earth-Scale Human-Like Societies with One Billion Agents
by: Guan, Haoxiang, et al.
Published: (2025)

DEpiABS: Differentiable Epidemic Agent-Based Simulator
by: Gao, Zhijian, et al.
Published: (2026)

LLM-ALSO: LLM-Driven Adaptive Learning-Signal Optimization for Multi-Agent Reinforcement Learning
by: Wu, Xiaoguang, et al.
Published: (2026)

Symphony-Coord: Adaptive Routing for Multi-Agent LLM Systems
by: Guan, Zhaoyang, et al.
Published: (2026)

OpenCity: A Scalable Platform to Simulate Urban Activities with Massive LLM Agents
by: Yan, Yuwei, et al.
Published: (2024)

MLC-Agent: Cognitive Model based on Memory-Learning Collaboration in LLM Empowered Agent Simulation Environment
by: Zhang, Ming, et al.
Published: (2025)

CrowdLLM: Building LLM-Based Digital Populations Augmented with Generative Models
by: Lin, Ryan Feng, et al.
Published: (2025)

Strategic Communication and Language Bias in Multi-Agent LLM Coordination
by: Buscemi, Alessio, et al.
Published: (2025)

Quantifying the Lifelong Impact of Resilience Interventions via Agent-Based LLM Simulation
by: Ming, Vivienne L'Ecuyer
Published: (2025)

Pancake: Hierarchical Memory System for Multi-Agent LLM Serving
by: Hu, Zhengding, et al.
Published: (2026)

Very Large-Scale Multi-Agent Simulation in AgentScope
by: Pan, Xuchen, et al.
Published: (2024)

Multi-Agent Based Simulation for Decentralized Electric Vehicle Charging Strategies and their Impacts
by: Christensen, Kristoffer, et al.
Published: (2024)

Adaptive Memory Admission Control for LLM Agents
by: Zhang, Guilin, et al.
Published: (2026)

MegaAgent: A Large-Scale Autonomous LLM-based Multi-Agent System Without Predefined SOPs
by: Wang, Qian, et al.
Published: (2024)

SimCity: Multi-Agent Urban Development Simulation with Rich Interactions
by: Feng, Yeqi, et al.
Published: (2025)

Agent-Kernel: A MicroKernel Multi-Agent System Framework for Adaptive Social Simulation Powered by LLMs
by: Mao, Yuren, et al.
Published: (2025)

Why Are We Moral? An LLM-based Agent Simulation Approach to Study Moral Evolution
by: Ziheng, Zhou, et al.
Published: (2025)

From Agent Simulation to Social Simulator: A Comprehensive Review (Part 1)
by: Xue, Xiao, et al.
Published: (2025)

AgentSchool: An LLM-Powered Multi-Agent Simulation for Education
by: Ye, Yulei, et al.
Published: (2026)

GraphMASAL: A Graph-based Multi-Agent System for Adaptive Learning
by: Zeng, Biqing, et al.
Published: (2025)

From Agent Simulation to Social Simulator: A Comprehensive Review (Part 2)
by: Xue, Xiao, et al.
Published: (2026)

Multi-Agent Based Simulation for Investigating Centralized Charging Strategies and their Impact on Electric Vehicle Home Charging Ecosystem
by: Christensen, Kristoffer, et al.
Published: (2024)

Conformity Dynamics in LLM Multi-Agent Systems: The Roles of Topology and Self-Social Weighting
by: Han, Chen, et al.
Published: (2026)

Conjunctive Prompt Attacks in Multi-Agent LLM Systems
by: Arif, Nokimul Hasan, et al.
Published: (2026)

Evidence-Decision-Feedback: Theory-Driven Adaptive Scaffolding for LLM Agents
by: Cohn, Clayton, et al.
Published: (2026)

PAGNet: Pluggable Adaptive Generative Networks for Information Completion in Multi-Agent Communication
by: Zhang, Zhuohui, et al.
Published: (2025)

AIvilization v0: Toward Large-Scale Artificial Social Simulation with a Unified Agent Architecture and Adaptive Agent Profiles
by: Fan, Wenkai, et al.
Published: (2026)

Aligned Agents, Biased Swarm: Measuring Bias Amplification in Multi-Agent Systems
by: Li, Keyu, et al.
Published: (2026)

Multi-Agent Based Simulation for Investigating Electric Vehicle Adoption and Its Impacts on Electricity Distribution Grids and CO2 Emissions
by: Christensen, Kristoffer, et al.
Published: (2024)

Insider Attacks in Multi-Agent LLM Consensus Systems
by: Sun, Xiaolin, et al.
Published: (2026)

Revisiting Communication Efficiency in Multi-Agent Reinforcement Learning from the Dimensional Analysis Perspective
by: Sun, Chuxiong, et al.
Published: (2025)

Cognitive Duality for Adaptive Web Agents
by: Liu, Jiarun, et al.
Published: (2025)

A Vision for Access Control in LLM-based Agent Systems
by: Li, Xinfeng, et al.
Published: (2025)

Adaptive Evolutionary Framework for Safe, Efficient, and Cooperative Autonomous Vehicle Interactions
by: Lu, Yijun, et al.
Published: (2025)

LLM-based Multi-Agent System for Simulating Strategic and Goal-Oriented Data Marketplaces
by: Sashihara, Jun, et al.
Published: (2025)

Adaptive Coopetition: Leveraging Coarse Verifier Signals for Resilient Multi-Agent LLM Reasoning
by: Huang, Rui Jerry, et al.
Published: (2025)

Vulnerable Agent Identification in Large-Scale Multi-Agent Reinforcement Learning
by: Li, Simin, et al.
Published: (2025)

Scaling Behavior of Single LLM-Driven Multi-Agent Systems
by: Li, Jialing, et al.
Published: (2026)

Parallelism Meets Adaptiveness: Scalable Documents Understanding in Multi-Agent LLM Systems
by: Xia, Chengxuan, et al.
Published: (2025)

Can LLM Agents Really Debate? A Controlled Study of Multi-Agent Debate in Logical Reasoning
by: Wu, Haolun, et al.
Published: (2025)