概述
项目开发用于自主机器人显微镜的Active Inference架构——创建观察、规划和行动系统，以最小的人类干预来表征生物样本。应用领域是土壤生物学，支持FarmWorks相关的生态研究，瑞士土壤作为beta测试合作伙伴。
此页面由机器翻译成中文。 查看英文原版。
机器人研究人员、生物学家和人工智能从业者，对自主科学仪器感兴趣。
从工具到智能代理：机器人显微镜
部署「主动推断」和人工智能，自动化机器人显微镜，并大规模管理土壤生物学。
该项目已存档。它不再活跃，下面的参与提示描述了它以前的操作方式。
在本页
从工具到智能代理：机器人显微镜 指南
这个生态系统项目将机器人显微镜转化为一个基于主动推断的智能代理，用于在大规模范围内管理土壤生物学。它开发了自主运行显微镜硬件、获取数据和做出决策的人工智能系统，将该仪器视为在生物环境中的推断代理。
参与
机器人学家、生物学家和对自主仪器感兴趣的人工智能工程师欢迎加入。
关键表面
从工具到智能代理：机器人显微镜一览
相关资源
此页的公共链接
外部链接从共享注册表解析，这样面向访问者的目的地保持集中和可检查。
Discord invite
Audience: Newcomer
Primary public community channel for conversation, coordination, and newcomer orientation.
communitydiscord
Ecosystem shortlink
Audience: Researcher
Public ecosystem shortlink for Institute context, projects, activities, and conceptual maps.
researchecosystem
GitHub organization
Audience: Developer
Public GitHub organization for Institute repositories and open-source work.
projectsgithub-org
Active InferAnts repository
Audience: Developer
Project repository for multiagent Active Inference modeling work.
projectsactive-inferants
Generalized Notation Notation repository
Audience: Developer
Generalized Notation Notation project repository for model communication.
projectsgnn
GEO-INFER repository
Audience: Developer
Geospatial modeling repository connected to ecological and bioregional applications.
projectsgeo-infer
Active Inference Journal repository
Audience: Researcher
Research and publication-oriented repository for the Active Inference Journal.
researchjournal
FEP and Active Inference papers repository
Audience: Researcher
External paper repository surfaced from the official research page.
papersresearchfep
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)
Audience: Researcher
Reachable arXiv reference surfaced from the official research page.
arxivresearchfoundations
Zenodo research record 4021163
Audience: Researcher
Reachable Zenodo research reference surfaced from the official research page.
zenodoresearch
Zenodo research record 5573287
Audience: Researcher
Reachable Zenodo research reference surfaced from the official research page.
zenodoresearch
官方页面
官方机构表面
Projects shortlink
Audience: Contributor
Public projects shortlink for project directories and activity-linked work.
projects
Project Measurement shortlink
Audience: Contributor
Public project measurement shortlink for reporting progress and outputs.
projectsmeasurementreporting
Active Inference Ontology shortlink
Audience: Researcher
Public Active Inference Ontology shortlink for shared conceptual infrastructure.
ontologyresearch
Project Preparation shortlink
Audience: Contributor
Public Project Preparation shortlink for making proposed work legible and actionable.
projectpreparation
Wave Hypothesis shortlink
Audience: Researcher
Public Wave Hypothesis shortlink.
wave-hypothesisresearch
仓库
相关开源仓库
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.
researchknowledgehtml
AEOS
Audience: Researcher
Active Entity Ontology for Science
researchknowledgeunclassified
ants
Audience: Developer
Public ants repository in the ActiveInferenceInstitute GitHub namespace.
projectrepositoryunclassified