项目生命周期
项目通过提案准备,通过活跃推断生态系统更新进行衡量。所有研究所和生态系统项目都有专属页面,具有稳定的URL,供参考、分享和持续参与使用。
此页面由机器翻译成中文。 查看英文原版。
寻求具体工作的建造者、研究人员、维护者、合作伙伴和贡献者。
研究所和生态系统项目将主动推断转化为公共成果、工具、研究、教育和应用实践。
在本页
项目将共享想法转化为仓库、研究成果、学习基础设施、媒体、活动和应用工作。
项目通过提案准备,通过活跃推断生态系统更新进行衡量。所有研究所和生态系统项目都有专属页面,具有稳定的URL,供参考、分享和持续参与使用。
EduActive 主办以教育为重点的研究所项目:文本书小组、主动推断本体论、主动推断期刊、教育课程开发、音频视觉制作、应用主动推断研讨会、季节学校、物理课程、社会科学中的主动推断以及视频改进项目。
ReInference 主办了多个以研究为重点的研究所项目:Active Blockference、AICACP、Applied Active Inference Symposium、认知代理建模、FarmWorks、一般化符号表示法、GEO-INFER、图形界面、知识工程、Active InferAnts、RxInfer.jl 和理论神经生物学组。
生态系统项目是社区驱动的倡议,横跨计算神经科学、人工智能、生态学、教育、创造力、哲学以及应用领域。每个项目都有一个专属页面,并拥有稳定的URL链接。
Full catalog
Every Institute and Ecosystem project with a public page, generated directly from the InstituteOS project registry export. Active projects lead; archived and completed work follows below. Search by name, topic, or lead, or narrow by topic.
Framework bridging centralized and decentralized science approaches using Active Inference principles for scientific organization and governance.
Active Inference, Decentralized Science, Scientific Ontology, Scientific Governance Lead: Daniel Friedman Active Active Inference Account of Belief Updating in PTSDDevelops a formal Active Inference account of belief updating in PTSD using predictive processing and free energy frameworks.
Active Inference, Belief Updating, Computational Psychiatry, Free Energy Lead: Jeremy Cooper Active Active Inference Cycle Book for Self-KnowingA reflective book project applying Active Inference as a framework for self-knowledge and personal development.
Active Inference, Eduactive, Education, Personal Development Lead: Anna Pereira Active Active Inference JournalA community publication and knowledge channel for Active Inference research and discussion.
Academic Publishing, Active Inference, Collaborative Editing, Community Lead: Alexander Vyatkin Active Active Inference OntologyMaintains and develops the public ontology for Active Inference and decentralized science with structured, machine-readable definitions.
Active Inference, Decentralized Science, Eduactive, Formal Knowledge Lead: Daniel Friedman Active AI²C: Active Inference Alignment CoalitionMulti-institution initiative building a research coalition, funding pipeline, and shared infrastructure for AI alignment, governance, and embodied experimentati
Ai Alignment, Active Inference, Multi Agent Systems, Governance Frameworks Active AICACPA coalition-oriented project at the intersection of AI capabilities and care practices.
Active Inference, Agency, Ai Alignment, Ai Capabilities Lead: Adam Safron Active AnimaExploring Active Inference in the context of current LLM-based AI interactions and policy-based behavior.
Active Inference, Ai Alignment, Ai Behavior, Cognitive Science Lead: Stell Active Applied Active Inference SymposiumThe Applied Active Inference Symposium is a yearly event that convenes the global Active Inference community. It has run five times from 2021 through 2025, with
Active Inference, Ai, Artificial Intelligence, Collaborative Sessions Lead: Daniel Friedman Active Artificial SentienceExploring the conditions for and implications of sentience in artificial systems through an Active Inference lens.
Active Inference, Ai Research, Artificial Sentience, Consciousness Lead: Cleber Gomes Active Audio-Visual ProductionAudio-Visual Production is a sustained Institute project responsible for planning, recording, and publishing the Institute's livestreams, podcasts, video events
Audio Visual Production, Eduactive, Educational Content, Livestreams Lead: Daniel Friedman Active CogNarr EcosystemFacilitating group cognition at scale through cognitive narrative infrastructure.
Active Inference, Cognitive Architecture, Cognitive Scaffolding, Collaborative Systems Lead: John Boik Active Creativity and Creators Under the Free Energy PrincipleThis Ecosystem project develops accounts of creativity and creative agents under the Free Energy Principle — examining how generative models and free energy min
Active Inference, Cognitive Science, Creative Agents, Creativity Lead: Héctor Manrique Active Ed4All: Active Inference for Grounded Educational Knowledge EnvironmentsAn open, locally deployable, empirically evaluated framework for grounded educational agents that operate within explicit knowledge and evidentiary boundaries.
Eduactive Lead: Matthew D Murphy Active Educational Course DevelopmentEducational Course Development is a sustained Institute project producing structured courses in Active Inference and related topics, maintaining an Obsidian rep
Active Inference, Course Development, Curriculum, Eduactive Lead: Daniel Friedman Active Energy Modeling Human Brain MetabolismApplying Active Inference to model metabolic energy dynamics in the human brain.
Active Inference, Brain Metabolism, Computational Neurobiology, Energy Dynamics Lead: Tim Huggers Active Generalized Notation NotationA text-based notation system for communicating generative models and Active Inference systems that provides a shared language for describing models in a human-r
Active Inference, Cognitive Modeling, Formal Modeling, Generative Models Lead: Daniel Friedman Active GEO-INFERGeospatial modeling using Active Inference and spatial data analysis techniques.
Active Inference, Agent Systems, Bayesian Methods, Bioregional Modeling Lead: Daniel Friedman Active Geometric Inquiry TheoryGeometric Inquiry Theory develops a geometric framework for understanding inquiry as a structured dynamic process through Q-State Dynamics and the structural ba
Active Inference, Formal Methods, Geometric Foundations, Inquiry Theory Lead: Bruce Tisler Active Humanity's Story of an Uncertain SelfEcosystem project developing a broad account of human self-knowledge as an inference problem through Active Inference and free energy.
Active Inference, Cognitive Science, Free Energy, Human Understanding Lead: Shagor (Shaggy) Rahman Active Improving RxInfer.jl Model VisualizationDeveloping visualization capabilities for RxInfer.jl probabilistic models.
Active Inference, Bayesian Inference, Graph Rendering, Julia Lead: Fraser Paterson Active Knowledge EngineeringKnowledge Engineering develops and maintains the public knowledge infrastructure for the Active Inference Institute, including the public frontend, literature m
Active Inference, Annotation, Free Energy Principle, Information Science Lead: Virginia Bleu Knight Active Model-Centric CognitionDeveloping the Wave Hypothesis and model-centric approaches to cognition and knowledge representation.
Active Inference, Cognitive Science, Knowledge Representation, Model Centric Cognition Lead: Robert Worden Active Myth of Objectivity HypothesisRigorous exploration of humanity's capacity for symbolic intelligence by modeling norms across social and identity scales to develop culturally-aligned artifici
Active Inference, Artificial Intelligence, Morality, Symbolic Cognition Lead: Shagor (Shaggy) Rahman Active Neurodivergent Learning SessionsActive Inference learning resources and sessions tailored for neurodivergent participants, building curriculum and community structures for autistic, ADHD, and
Accessibility, Active Inference, Community Structures, Curriculum Development Lead: Jesse G Active NuminiaAutonomous AI and educational adventure game grounded in Active Inference principles, where players and agents co-learn through play.
Active Inference, Ai Agents, Autonomous Agents, Eduactive Lead: PabloFM Active Perspective Architectures for Coherent and Attuned Artificial AgencyFormalize a minimal computational architecture that models internal coherence dynamics for AI alignment through latent generative perspective structures.
Ai Alignment, Agency, Perspective Taking, Emergent Coherence Active Project Development for Solving the Tower of Babel ProblemDevelops a framework for solving the Tower of Babel Problem through UniFysica Philo-sophia, a universal conceptual bridge for cross-domain knowledge communicati
Active Inference, Conceptual Frameworks, Cross Domain Translation, Eduactive Lead: Ana Magdalena Hurtado Active pymdpCommunity Python library implementing Active Inference for POMDPs.
Active Inference, Markov Decision Process, Python, Generative Models Lead: Conor Heins Active RxInfer.jl Learning and Development GroupThe RxInfer.jl Learning and Development Group supports learning and extending RxInfer.jl, a Julia package for reactive Bayesian inference.
Active Inference, Bayesian Inference, Community Driven, Education Lead: Daniel Friedman Active Seasonal SchoolAn intensive in-person or online school for deep engagement with Active Inference theory, modeling, and applications.
Active Inference, Cohort Based, Community, Community Engagement Lead: Daniel Friedman Active StartScalable, Tailored Active Inference Research & Training — modular pipeline generating multilingual educational materials on Active Inference and the Free Energy
Active Inference, Education, Curriculum, Multilingual Lead: Daniel Friedman Active Symbolic Cognitive RoboticsSymbolic Cognitive Robotics is an Ecosystem project applying Active Inference to robotic systems that combine symbolic reasoning with embodied action.
Active Inference, Bayesian Reasoning, Cognitive Architecture, Embodied Cognition Lead: Jean-François Cloutier Active Textbook GroupStructured cohort-based learning through Active Inference textbooks: 9 completed cohorts on the 2022 textbook since 2022, plus a first cohort now live on the 20
Active Inference, Cohort Learning, Collaborative Learning, Eduactive Lead: Daniel Friedman Active The Foundations of IdeologyComputational-neuroscience (FEP/Active Inference) framework for how political ideologies form, persist, and evolve.
Political Ideology, Computational Neuroscience, Free Energy Principle, Active Inference Active The Three MosqueteersScience communication livestream making scientific information accessible to people without a scientific background.
Accessibility, Active Inference, Eduactive, Education Lead: Héctor Manrique Active The Unordinary Bible Study (TUBS)Monthly sessions cross-referencing biblical verses with a focus on inter-faith and contemporary perspective dialogue, connecting active inference to process the
Eduactive Lead: Jesse G Active Theoretical Neurobiology GroupThe Theoretical Neurobiology Group (TNB) supports theoretical work connecting Active Inference to neurobiology with regular meetings and discussions for mathema
Active Inference, Cognitive Science, Computational Modeling, Consciousness Lead: Daniel Friedman Active Wave HypothesisSeries of livestreams and papers by Robert Worden on the brain wave hypothesis, projective wave theory of consciousness, and Bayesian model-based cognition.
Brain Waves, Consciousness, Wave Hypothesis, Bayesian Cognition Lead: Robert WordenNo active projects match your search.
Action Research on Collective Foraging (Negotiation Affordances) applies Active Inference to collective foraging behavior — studying how groups form coalitions,
Active Inference, Behavioral Science, Collective Behavior, Eduactive Lead: Susan Hasty Archived Active BlockferenceActive Inference examples and tools for decentralized and blockchain-adjacent systems
Active Inference, Agent Behavior, Blockchain, Cadcad Lead: Daniel Friedman Archived Active InferAntsMultiagent modeling of collective behavior using Active Inference, with connections to ant colony research.
Active Inference, Ant Colonies, Ant Colony, Behavioral Simulation Lead: Daniel Friedman Archived Active Inference Agent for Modeling Human TranslationModeling human translation processes using Active Inference agent architectures.
Active Inference, Agent Architectures, Cognitive Modeling, Computational Linguistics Lead: Michael Carl Archived Active Inference for Built Environments & CooperActive SystemsApply Active Inference to designing, managing, and evolving built environments that prioritize the flourishing of all life, via distributed intelligence and dig
Reinference Lead: Ivan Metelkin Archived Active Inference for Social SciencesDevelops courses, curricula, research, and writing connecting Active Inference to social sciences disciplines.
Active Inference, Curriculum, Eduactive, Education Lead: Avel Guénin-Carlut Archived Clinical Waveform Data Based AgentActive Inference systems for bedside clinical waveform monitoring applying the free energy framework to real-time EEG, ECG, and physiological signals.
Active Inference, Bedside Decision Support, Biomedical Engineering, Clinical Monitoring Lead: Franklin Ducatez Archived Cognitive Agent ModelingDeveloping minimal cognitive agent models using Active Inference principles.
Active Inference, Agent Modeling, Cognitive Modeling, Computational Neuroscience Lead: Daniel Friedman Archived Digital AgentsTuesday Discord sessions on digital agents and Active Inference.
Reinference Lead: PabloFM Archived FarmWorksFarmWorks develops miniature Active Inference models and applications for agricultural and ecological contexts.
Active Inference, Agents, Agriculture, Applied Research Lead: Vladimir Baulin Archived Froebel's SystemStudying Friedrich Froebel's pedagogical system through Active Inference and integral studies.
Active Inference, Cohort Based Learning, Eduactive, Education Lead: Joanne Phillips Archived From Instrument to Intelligent Agent: Robotic MicroscopyDeploying Active Inference and AI to automate robotic microscopy and manage soil biology at scale.
Active Inference, Ai Agents, Autonomous Systems, Instrumentation Lead: Craig Arnold Archived Fundamentals of Active InferenceEcosystem project supporting the development and dissemination of the Fundamentals of Active Inference textbook — a comprehensive introduction to Active Inferen
Active Inference, Eduactive, Education, Engineering Lead: Daniel Friedman Archived Graphical InterfaceA graphical interface project for Active Inference modeling and visualization.
Active Inference, Graphical Interface, Interactive Tools, Modeling Lead: Daniel Friedman Archived Graphspeak / BlorbbeEcosystem project developing open-source tools for graph-based communication and knowledge representation.
Generative Models, Graph Based Communication, Graph Tools, Interoperable Notation Lead: Andrew Djuwidja Archived M-Theory as Function of Hyper Dimensional Prismatic Light Scattering (HDPLS-TARS)HDPLS-TARS is a speculative Ecosystem project testing the limits of M-Theory through hyper-dimensional field interconnections and prismatic light scattering dyn
Active Inference, Hyper Dimensional Geometry, Information Geometry, M Theory Lead: David Hughes Archived MathArt ConversationsExploring profound connections between mathematics and the arts through collaborative conversation.
Art, Art Science, Collaborative Dialogue, Creative Inquiry Lead: Shanna Dobson Archived Physics CourseA course connecting physics, thermodynamics, and the theoretical foundations of Active Inference.
Active Inference, Eduactive, Education, Free Energy Principle Lead: Daniel Friedman Archived Project Sweet (Sus) DoggApplies Active Inference principles to understanding and improving human-animal relationships through alignment and trust-building.
Active Inference, Animal Behavior, Cognitive Modeling, Ethology Lead: Andrew Djuwidja Archived The Einstein Model of a Solid as a Model of the Mental ApparatusBridging psychoanalytic theory and Active Inference through the economic perspective of psychoanalytic theory.
Active Inference, Formal Bridges, Free Energy Principle, Neuroscience Lead: Theodoros Aliferis Archived The Universal Basic Income ExperimentStudies universal basic income through Active Inference modeling and simulation using token economics, policy simulation, and behavioral modeling.
Active Inference, Agent Based Modeling, Behavioral Modeling, Economic Policy Lead: Die Schwarze Katze Archived Video Improvement ProjectThe Video Improvement Project focuses on enhancing the quality, organization, and accessibility of the Institute's extensive video library — covering hundreds o
Accessibility, Discoverability, Eduactive, Education Lead: Daniel FriedmanNo archived projects match your search.
关键表面
一个围绕人工智能对齐和护理实践的联盟项目。
在区块链相关背景下应用主动推断的例子和工具。
多代理建模工作与先前的代码和论文相连接。
一个以出版为导向的知识和研究渠道。
为去中心化科学和知识共享构建本体。
一个定期举办的同声会,之前活动和演讲者或赞助商路径。
认知叙事生态系统工作,促进大规模群体认知。
公共教育工作,包括社会科学和物理课程方向。
围绕土壤、农业和生态建模开发应用小型项目。
核心概念的教科书和学习小组路径。
一个基于文本的符号系统项目,用于交流模型。
地理空间建模和主动推断技术。
公共前端、文献元分析和组织知识基础设施。
学习和发展围绕RxInfer.jl示例和应用。
支持理论神经生物学对话和模型开发。
The Active Inference Alignment Coalition — a coalition, funding pipeline, and shared infrastructure for AI alignment work. A separate project from AICACP.
An 18-month roadmap developing computational architectures of perspective, coherence, and social attunement in artificial agents.
A Free Energy Principle account of political ideology formation, cognitive rigidity, and category conflation.
A model of the co-evolution of morality and symbolic thought via transcendental model selection.
An active-inference ontology bridging institutional and decentralized science, from situated sensemaking to the epistemic commons.
A modular pipeline generating professional-domain educational materials on Active Inference and the Free Energy Principle.
An open-source Python package for discrete-state Active Inference, widely used across the research community.
An open, locally deployable framework for grounded educational agents operating within explicit knowledge boundaries.
Monthly sessions cross-referencing biblical verses with Active Inference and process theology.
Weekly Discord sessions on digital agent design through an Active Inference lens.
Applying Active Inference, distributed intelligence, and digital twins to designing and managing built environments.
公共仓库
仓库行保存了公开语言、星标数量、更新频率、项目家族和文档链接。
| Repository | Family | Type | Language | Stars | Updated | Docs |
|---|---|---|---|---|---|---|
| ActiveInferenceJournal | Research and publications | Research/content repository | HTML | 43 | 2026-05-25 | Repository |
| ActiveBlockference | Open-source projects | Notebook repository | Jupyter Notebook | 33 | 2026-05-27 | Repository |
| ActiveInferAnts | Open-source projects | Code repository | Python | 29 | 2026-05-18 | Repository |
| GeneralizedNotationNotation | Open-source projects | Code repository | Pkl | 24 | 2026-05-25 | Repository |
| fundamentals | Learning and implementations | Code repository | Python | 19 | 2026-06-05 | Repository |
| cognitive | Open-source projects | Code repository | Python | 18 | 2026-03-09 | Repository |
| Active_Inference_Ontology | Research and publications | Project materials repository | Unspecified | 14 | 2026-05-18 | Repository |
| CEREBRUM | Research and publications | Code repository | Python | 13 | 2026-06-09 | Repository |
相关资源
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。
Audience: Learner
Learning repository for getting started with Active Inference materials and pathways.
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: Learner
Public livestream surfaced from the official site.
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.
官方页面
Audience: Learner
Public documentation for START, a tailored Active Inference research and training system.
Audience: Contributor
Public projects shortlink for project directories and activity-linked work.
Audience: Contributor
Public project measurement shortlink for reporting progress and outputs.
Audience: Learner
Public Textbook Group shortlink for cohort and learning-group coordination.
Audience: Learner
Published Active Inference knowledge base.
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: Developer
Public RxInfer learning-group shortlink for implementation-oriented Active Inference work.
仓库
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: Learner
For learning and exploring Probabilistic Inference
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.
Audience: Developer
ATLAS
Audience: Developer
Public Biofirm repository in the ActiveInferenceInstitute GitHub namespace.
Audience: Researcher
Case-enabled Bayesian reasoning engine for unified modeling and cognitive representations.
Audience: Researcher
Codebase-to-GNN translation research package with an accompanying manuscript.
Audience: Developer
Python codebase for cognitive and Active Inference-oriented modeling work.
Audience: Learner
Public course materials for learning Active Inference.
Audience: Researcher
Public fep_lean repository in the ActiveInferenceInstitute GitHub namespace.