{"product_id":"generative-economic-agents-building-multi-agent-llm-simulations-for-market-behavioral-testing-9798183630909","title":"Generative Economic Agents: Building Multi-Agent LLM Simulations for Market Behavioral Testing","description":"\u003cp\u003e • Author(s): Danny Munrow | Oliver J. Thatch\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Artificial Intelligence - Natural Language Processing\u003c\/p\u003e\u003cp\u003e\u003cb\u003eReactive Publishing\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eGenerative Economic Agents introduces a groundbreaking framework for simulating realistic market behavior using multi-agent systems powered by large language models (LLMs).\u003c\/p\u003e\u003cp\u003eIn this technical guide, you will discover how to design, build, and evaluate generative economic agents that interact within complex market environments. Moving beyond traditional equation-based models, the book explores how LLM-driven agents can exhibit emergent behaviors, adaptive strategies, and realistic decision-making under uncertainty-capabilities essential for rigorous market behavioral testing.\u003c\/p\u003eWhat You'll Learn\u003cul\u003e\n\u003cli\u003eCore principles of generative agents in economic contexts\u003c\/li\u003e\n\u003cli\u003eArchitecting multi-agent LLM simulations for market dynamics\u003c\/li\u003e\n\u003cli\u003eTechniques for modeling agent cognition, interaction protocols, and strategic adaptation\u003c\/li\u003e\n\u003cli\u003eMethods for designing controlled experiments to test market hypotheses\u003c\/li\u003e\n\u003cli\u003eValidation approaches, performance metrics, and techniques to mitigate hallucination and bias in agent behavior\u003c\/li\u003e\n\u003cli\u003eImplementation patterns in Python for scalable simulation environments\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eWritten for quantitative researchers, AI practitioners, algorithmic traders, and economists, this book bridges the gap between cutting-edge language model technology and practical market simulation. Whether you are exploring policy impacts, testing trading strategies, or investigating emergent market phenomena, \u003ci\u003eGenerative Economic Agents\u003c\/i\u003e provides the conceptual foundations and technical tools needed to construct sophisticated, behaviorally rich economic simulations.\u003c\/p\u003e\u003cp\u003eClear, code-supported, and focused on reproducible results, this work equips readers to move from theoretical exploration to functional market testing environments.\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":48214200877207,"sku":"9798183630909","price":4311.0,"currency_code":"INR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798183630909.webp?v=1788728991","url":"https:\/\/atlanticbooks.com\/products\/generative-economic-agents-building-multi-agent-llm-simulations-for-market-behavioral-testing-9798183630909","provider":"Atlantic Books","version":"1.0","type":"link"}