Cao Zihang - Blog

「抵近知识无人区」

ABM丨Python - MESA - APIs

MESA APIs 目录 MESA APIs Model 创建新模型 属性 智能体功能函数 模型调用方法 Agent Agent AgentSet GroupBy Spaces Prope...

ABM丨NetLogo笔记

学习路径与资源整合 入门阶段: 通过NetLogo教程理解ABM核心概念(如Emergence、Agent规则设计)。 用Mesa复现经典模型(如Schelling Segregation Model),熟悉API调用。 进阶阶段: 在Mesa中集成机器学习库(如用Scikit-learn模拟Agent的预测行为)。 学习Julia语法后,用Agents.jl重写Mesa模型,对比性能差异。 高阶应用: 研究ABM与计量经济学结合(如用Agent模型验证...

【阅】本周阅读摘选2025-07-14 → 2025-07-20

本周阅读摘选 2025-07-14 → 2025-07-20 目录 学术相关 Dynamic control of a make-to-order system under model uncertainty 学术相关 Dynamic control of a make-to-order system under model uncertainty 1 Sun, X., & Zhu, X. (2025). Dyna...

【阅】本周阅读摘选2025-07-07 → 2025-07-13

本周阅读摘选 2025-07-07 → 2025-07-13 目录 学术相关 The Power of Disagreement: A Field Experiment to Investigate Human–Algorithm Collaboration in Loan Evaluations Too human to model:the uncanny valley of LLMs in social simulation – when generative...

【阅】本周阅读摘选2025-06-30 → 2025-07-06

本周阅读摘选 2025-06-30 → 2025-07-06 目录 学术相关 EXPRESS: from tools to agents: meta-analytic insights into human acceptance of AI An agent-based model to analyze the influence of IS integration and IS assimilation on the adoption dynamics of a...

【阅】本周阅读摘选2025-06-23 → 2025-06-29

本周阅读摘选 2025-06-23 → 2025-06-29 目录 学术相关 Decision-making with cooperative multi-agent reinforcement learning LLMs and generative agent-based models for complex systems research Capturing the complexity of human strategic decision...

【阅】本周阅读摘选2025-06-16 → 2025-06-22

本周阅读摘选 2025-06-16 → 2025-06-22 目录 学术相关 Understanding the role of technology in coordination through affordance configurations Are you willing to pay for generative artificial intelligence (GenAI) products? Disentangling the disclosure ...

【阅】本周阅读摘选2025-06-09 → 2025-06-15

本周阅读摘选 2025-06-09 → 2025-06-15 目录 学术相关 Human-centered artificial intelligence: a field experiment Demographic transition, industrial policies, and chinese economic growth - the econometric society Understanding driver cognition...

【阅】本周阅读摘选2025-06-02 → 2025-06-08

本周阅读摘选 2025-06-02 → 2025-06-08 目录 学术相关 Persuaded search Critical demand in a stochastic model of flows in supply networks Quantifying bot impact: an information-theoretic analysis of complexity and uncertainty in online politic...

【阅】本周阅读摘选2025-05-26 → 2025-06-01

本周阅读摘选 2025-05-26 → 2025-06-01 目录 学术相关 Pricing experimental design: causal effect, expected revenue and tail risk EXPRESS: AI for Customer Journeys: A Transformer Approach Discrete Choice via Sequential Search Adoption e...