概述
FarmWorks将主动推断概念应用于农业系统，将农场、土壤生态系统和作物周期视为感知并行动于环境中的生成模型。该项目开发了小型项目、模型和出版物，展示了主动推断如何照亮生态决策和农场管理。
此页面由机器翻译成中文。 查看英文原版。
研究人员、生态学家以及农业系统、土壤生物学和应用生态学领域的从业者。
农场工作
应用主动推断建模于农业、土壤生物学和生态系统。
This project is archived. It is no longer active, and any participation prompts below describe how it previously operated.
在本页
农场工作 指南
FarmWorks开发了用于农业和生态环境的微型「主动推断」模型和应用。该项目创建了一个公共的FarmWorks页面，并在2024年发表了一篇论文，描述了一种将农场和土壤系统视为「主动推断」代理人的方法。
出版物与过去工作
The project produced a 2024 publication, "FarmWorks: Decentralized AI Agents for Personalized Solutions," describing a platform for human-AI interaction in agriculture that enables personalized, farm-scale solutions and resists the power concentration associated with centralized AI systems. A related grant proposal was submitted in September 2024. The project maintains a FarmWorks overview page describing the theoretical grounding and practical applications, and work includes model prototypes and documentation for soil and agricultural Active Inference.
参与
FarmWorks 欢迎生态学家、农业科学家、建模师以及对将主动推断应用于生物和生态系统感兴趣的人。
关键表面
一瞥农作（FarmWorks）
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Ramstead et al. Bayesian Mechanics precis (arXiv)
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Active inference on discrete state-spaces: A synthesis (Da Costa et al., arXiv)
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