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Investigadores, ecólogos y profesionales que trabajan en sistemas agrícolas, biología del suelo y ecología aplicada.
Modelado de «Active Inference Aplicada» para la agricultura, biología del suelo y sistemas ecológicos.
This project is archived. It is no longer active, and any participation prompts below describe how it previously operated.
En esta página
FarmWorks desarrolla modelos y aplicaciones de inferencia activa en miniatura para contextos agrícolas y ecológicos. El proyecto ha producido una página pública de FarmWorks y una publicación de 2024 que describe el enfoque de tratar los sistemas agrícolas y del suelo como agentes de inferencia activa.
FarmWorks aplica conceptos de Inferencia Activa a sistemas agrícolas, tratando las granjas, ecosistemas del suelo y ciclos de cultivos como modelos generativos que perciben y actúan en su entorno. El proyecto desarrolla mini-proyectos, modelos y publicaciones que demuestran cómo la Inferencia Activa ilumina la toma de decisiones ecológicas y la gestión agrícola.
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.
FarmWorks da la bienvenida a ecólogos, científicos agrícolas, modeladores y cualquier persona interesada en aplicar Inferencia Activa a sistemas biológicos y ecológicos.
Superficies clave
Recursos relacionados
Los enlaces externos se resuelven desde el registro compartido, por lo que los destinos orientados al visitante permanecen centralizados y verificables.
Audience: Newcomer
Primary public community channel for conversation, coordination, and newcomer orientation.
Audience: Researcher
Public ecosystem shortlink for Institute context, projects, activities, and conceptual maps.
Audience: Developer
Public GitHub organization for Institute repositories and open-source work.
Audience: Developer
Project repository for multiagent Active Inference modeling work.
Audience: Developer
Generalized Notation Notation project repository for model communication.
Audience: Developer
Geospatial modeling repository connected to ecological and bioregional applications.
Audience: Researcher
Research and publication-oriented repository for the Active Inference Journal.
Audience: Researcher
External paper repository surfaced from the official research page.
Audience: Researcher
Reachable arXiv reference surfaced from the official research page.
Audience: Researcher
Reachable arXiv reference surfaced from the official research page.
Audience: Researcher
Reachable Zenodo research reference surfaced from the official research page.
Audience: Researcher
Reachable Zenodo research reference surfaced from the official research page.
Páginas oficiales
Audience: Contributor
Public projects shortlink for project directories and activity-linked work.
Audience: Contributor
Public project measurement shortlink for reporting progress and outputs.
Audience: Researcher
Public Active Inference Ontology shortlink for shared conceptual infrastructure.
Audience: Contributor
Public Project Preparation shortlink for making proposed work legible and actionable.
Audience: Researcher
Public Wave Hypothesis shortlink.
Repositorios
Audience: Researcher
Computational meta-analysis of Active Inference literature with nanopublication and knowledge-graph outputs.
Audience: Researcher
Ontology-oriented repository for shared Active Inference concepts and decentralized science knowledge infrastructure.
Audience: Developer
Notebook-based applied Active Inference work connected to blockchain-adjacent and generative modeling examples.
Audience: Developer
Python models and materials for ant-inspired multiagent Active Inference.
Audience: Researcher
Active Inference & Category Theory
Audience: Researcher
Public content repository for the Active Inference Journal and related publication infrastructure.
Audience: Researcher
Active Entity Ontology for Science
Audience: Developer
Public ants repository in the ActiveInferenceInstitute GitHub namespace.