Cao Zihang - Blog

「抵近知识无人区」

【阅】本周阅读摘选2025-07-21 → 2025-07-27

本周阅读摘选 2025-07-21 → 2025-07-27 目录学术相关 Understanding users’ content contribution behavior when knowledge can Be priced A new sociology of humans and machines Predicting human decisions with behavioural theories and machine lear...

Posted by Cao Zihang on July 28, 2025

ABM丨复现模型库 - 未完待续

目录 Party Model 模型设定参数观测指标拓展 Traffic Basic 模型设定参数观测指标拓展相关模型 Wolf Sheep Predation 模型设定 Sheep-Wolves版本 Sheep-Wolves-Grass版本 ...

Posted by Cao Zihang on July 25, 2025

ABM丨Python - MESA基本概念

目录 MESA Agents Model App 其他 MESA Agents 配置智能体类，每一类智能体配置一个类初始化智能体初始参数构建智能体行为方法，如move，eat，attack等 Model 配置沙盒模型类初始化沙盒参数，如width, height, seed等初始化一些初始属性初始化沙盒空间配置dataCollector (可选)配置环境智能体层配置各类智能体create_ag...

Posted by Cao Zihang on July 24, 2025

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...

Posted by Cao Zihang on July 24, 2025

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...

Posted by Cao Zihang on July 23, 2025

【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...

Posted by Cao Zihang on July 21, 2025

【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...

Posted by Cao Zihang on July 14, 2025

【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...

Posted by Cao Zihang on July 7, 2025

【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...

Posted by Cao Zihang on June 30, 2025

【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 ...

Posted by Cao Zihang on June 23, 2025