#agent-based-modeling News & Analysis

3 articles tagged with #agent-based-modeling. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

3 articles

AINeutralarXiv – CS AI · Apr 74/10

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LLM-Agent-based Social Simulation for Attitude Diffusion

Researchers have developed discourse_simulator, an open-source Python framework that combines large language models with agent-based modeling to simulate how public attitudes change over time in response to real-world events. The framework models social media interactions and opinion dynamics through AI agents in social networks, offering a new tool for social science research on attitude polarization and belief evolution.

AINeutralarXiv – CS AI · Mar 54/10

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Multi-Agent-Based Simulation of Archaeological Mobility in Uneven Landscapes

Researchers developed a multi-agent simulation framework using reinforcement learning to model archaeological mobility patterns in complex terrain. The system combines global path planning with local adaptation to simulate human and animal movement in historical landscapes, demonstrated through pursuit scenarios and transport analysis.

AINeutralarXiv – CS AI · Mar 25/107

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Integrating LLM in Agent-Based Social Simulation: Opportunities and Challenges

A research position paper examines the integration of Large Language Models (LLMs) in agent-based social simulations, highlighting both opportunities and limitations. The study proposes Hybrid Constitutional Architectures that combine classical agent-based models with small language models and LLMs to balance expressive flexibility with analytical transparency.