개요
FarmWorks는 농업 시스템에 활성 추론 개념을 적용하여 농장, 토양 생태계 및 작물 주기를 환경에 감지하고 행동하는 생성 모델로 취급합니다. 이 프로젝트는 활성 추론을 통해 생태적 의사결정과 농장 관리를 밝히는 미니 프로젝트, 모델 및 출판물을 개발합니다.
이 페이지는 기계 번역된 영어 페이지입니다. 영어 원본 보기
농업 시스템, 토양 생물학, 그리고 적용 생태학 분야에서 연구자, 생태학자, 그리고 실무자.
농장워크
농업, 토양 생물학 및 생태 시스템을 위한 적용 활성 추론 모델링
This project is archived. It is no longer active, and any participation prompts below describe how it previously operated.
이 페이지에서
농장워크 가이드
FarmWorks는 농업 및 생태적 맥락을 위한 소형 액티브 인퍼런스 모델과 애플리케이션을 개발합니다. 이 프로젝트는 농장과 토양 시스템을 액티브 인퍼런스 에이전트로 취급하는 접근 방식을 설명한 2024년 출판물과 함께 공개 FarmWorks 페이지를 제작했습니다.
출판물 및 과거 작업
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.
참여하기
농작물워크스는 생태학자, 농업 과학자, 모델러 및 생물학적 및 생태적 시스템에 액티브 인퍼런스를 적용하고자 하는 모든 사람에게 환영합니다.
주요 표면
농장워크 한눈에 보기
관련 자료
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Active InferAnts repository
Audience: Developer
Project repository for multiagent Active Inference modeling work.
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Generalized Notation Notation repository
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Generalized Notation Notation project repository for model communication.
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GEO-INFER repository
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Geospatial modeling repository connected to ecological and bioregional applications.
projectsgeo-infer
Active Inference Journal repository
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Research and publication-oriented repository for the Active Inference Journal.
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FEP and Active Inference papers repository
Audience: Researcher
External paper repository surfaced from the official research page.
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Ramstead et al. Bayesian Mechanics precis (arXiv)
Audience: Researcher
Reachable arXiv reference surfaced from the official research page.
arxivresearchactive-inference
Active inference on discrete state-spaces: A synthesis (Da Costa et al., arXiv)
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Reachable arXiv reference surfaced from the official research page.
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Zenodo research record 4021163
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Reachable Zenodo research reference surfaced from the official research page.
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Zenodo research record 5573287
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Reachable Zenodo research reference surfaced from the official research page.
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Audience: Researcher
Public Active Inference Ontology shortlink for shared conceptual infrastructure.
ontologyresearch
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Public Project Preparation shortlink for making proposed work legible and actionable.
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Wave Hypothesis shortlink
Audience: Researcher
Public Wave Hypothesis shortlink.
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저장소
관련 오픈소스 저장소
act_inf_metaanalysis
Audience: Researcher
Computational meta-analysis of Active Inference literature with nanopublication and knowledge-graph outputs.
researchknowledgetex
Active_Inference_Ontology
Audience: Researcher
Ontology-oriented repository for shared Active Inference concepts and decentralized science knowledge infrastructure.
researchknowledgeunclassified
ActiveBlockference
Audience: Developer
Notebook-based applied Active Inference work connected to blockchain-adjacent and generative modeling examples.
projectrepositoryjupyter-notebook
ActiveInferAnts
Audience: Developer
Python models and materials for ant-inspired multiagent Active Inference.
projectrepositorypython
ActiveInferenceCategoryTheory
Audience: Researcher
Active Inference & Category Theory
researchknowledgeunclassified
ActiveInferenceJournal
Audience: Researcher
Public content repository for the Active Inference Journal and related publication infrastructure.
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AEOS
Audience: Researcher
Active Entity Ontology for Science
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ants
Audience: Developer
Public ants repository in the ActiveInferenceInstitute GitHub namespace.
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