积极推断提供了什么
积极推断将感知、行动、不确定性和基于模型的适应联系起来。该研究所将其作为科学探索、工程实践、教育和集体意义构建的一个共享框架。
此页面由机器翻译成中文。 查看英文原版。
新手、学习者、研究人员、构建者和合作者。
主动推断
一个理解感知、行动、学习、认知和适应性系统的框架。
在本页
主动推断 指南
主动推断是研究所教育、研究、应用和生态系统支持的核心科学和实践框架。
如何进入该领域
新手可以从生态系统参考、Start仓库、公共直播、播客、学习小组、阅读材料和实现开始。该网站将这些入口点分为稳定的公开路径。
实现
实现路径包括RxInfer.jl、PyMDP、SPM、符号认知机器人学、记号工具和领域特定仓库。这些支持建模、模拟、推断和应用实验。
应用
Active Inference appears across domains including biology, neuroscience, mental health, robotics, education, economics, physics, social systems, logistics, decentralized science, and scientific method. The Institute publishes a dedicated deep-dive page for each domain covering the state of the literature, key projects and tools, and open problems.
关键表面
一瞥主动推断
框架
一个共享的语言，用于感知、行动、不确定性和自适应系统。
学习路径
教科书小组、课程、流媒体、播客、阅读材料和共享学习仓库。
实践
软件实现、模型构建、项目工作和应用示例。
生态系统
一个跨科学和实际领域应用该框架的广泛社区。
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。
Start repository
Audience: Learner
Learning repository for getting started with Active Inference materials and pathways.
learningstart-repo
Ecosystem shortlink
Audience: Researcher
Public ecosystem shortlink for Institute context, projects, activities, and conceptual maps.
researchecosystem
YouTube channel
Audience: Newcomer
Public video channel for seminars, streams, educational sessions, and community recordings.
mediayoutube
Videos and podcasts shortlink
Audience: Newcomer
Public videos and podcasts shortlink for browsing recordings by format and topic.
mediavideo
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
Active Inference livestream introduction
Audience: Learner
Public livestream surfaced from the official site.
videointrolearning
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
官方页面
官方机构表面
ActiveInference.org landing page
Audience: Newcomer
Current public Institute landing page with mission, vision, nonprofit status, community metrics, and Get Started pathway.
officialmissionoverview
START documentation site
Audience: Learner
Public documentation for START, a tailored Active Inference research and training system.
learningcurriculumstart-repo
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
Textbook Group shortlink
Audience: Learner
Public Textbook Group shortlink for cohort and learning-group coordination.
textbooklearning
Active Inference knowledge base
Audience: Learner
Published Active Inference knowledge base.
obsidianknowledgeactive-inference
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
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
ActInf_RxInfer
Audience: Learner
Active Inference and RxInfer.jl
learningimplementationunclassified
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
ActiveInferenceImplementations
Audience: Learner
For learning and exploring Probabilistic Inference
learningimplementationjupyter-notebook
ActiveInferenceJournal
Audience: Researcher
Public content repository for the Active Inference Journal and related publication infrastructure.
researchknowledgehtml