Active Inference Institute Act. Infer. Serve.
ZH

此页面由机器翻译成中文。 查看英文原版。

Public open-source map

Open Source Map

Structured public tables for public repositories, ideas, ontology relationships, governance, publications, policies, programs, and literature across the Active Inference Institute ecosystem.

Filter resourcesBrowse repositoriesStart learning
Active Inference Institute Act Infer Serve dark mark
35public repositories
30idea rows
33relationship rows
56governance members
50publications
1policies
9programs
17citations

On this page

Open Source Map guide

Best next actions

Use the structured map

Start with search if you know a contributor, repository, paper, or concept. Use Directory when you need every public link and repository in one place.

DirectoryProjectsLearningRepositoriesOntology shortlinkResearchSTART docsLearning

公共链接政策

外部优先公开数据

These tables render public repositories, public concept metadata, and public governance records only. Internal operational records and private working details are excluded.

仓库

公共Active Inference Institute仓库，包含项目家族、类型、语言、星标数量和更新日期。

Repository table

想法

概念、方法、工具、价值和公开安全技术树元数据的节点。

Ideas table

本体论

公共思想、方法、价值观、工具和应用的有向关系。

Ontology table

治理

包括董事会、官员和注册组织角色在内的公共治理成员。

Governance table

出版物

包括报告、公告和通讯在内的批准公开通信。

Publications table

政策

公共治理政策注册表，包含类别、状态、版本和描述。

Policies table

程序

公众参与、学习、研究和对贡献者的支持途径。

Programs table

文献

作为公共Active Inference域页面的基础参考记录。

Literature table

231 rows shown

仓库

35 public repository rows

基于公共Active Inference Institute GitHub命名空间的开源项目行。

35 repositories shown

Public ActiveInferenceInstitute repositories and open-source project rows.
RepositoryFamilyTypeLanguageStarsUpdatedDocs
ActiveInferenceJournalResearch and publicationsResearch/content repositoryHTML432026-05-25Repository
ActiveBlockferenceOpen-source projectsNotebook repositoryJupyter Notebook332026-05-27Repository
ActiveInferAntsOpen-source projectsCode repositoryPython292026-05-18Repository
GeneralizedNotationNotationOpen-source projectsCode repositoryPkl242026-05-25Repository
fundamentalsLearning and implementationsCode repositoryPython192026-06-05Repository
cognitiveOpen-source projectsCode repositoryPython182026-03-09Repository
Active_Inference_OntologyResearch and publicationsProject materials repositoryUnspecified142026-05-18Repository
CEREBRUMResearch and publicationsCode repositoryPython132026-06-09Repository
SymposiumOpen-source projectsCode repositoryPython122026-03-18Open docs
GEO-INFEROpen-source projectsDocumentation/site repositoryHTML112026-05-26Repository
Journal-UtilitiesResearch and publicationsResearch/content repositoryHTML112026-02-21Repository
ActiveInferenceCategoryTheoryResearch and publicationsProject materials repositoryUnspecified102025-02-03Repository
coursesLearning and implementationsDocumentation/site repositoryHTML102026-05-18Repository
AEOSResearch and publicationsProject materials repositoryUnspecified82025-05-27Repository
Parr_et_al_2022_ActInf_TextbookLearning and implementationsCode repositoryJulia62024-07-24Repository
Research-Discovery-EngineResearch and publicationsDocumentation/site repositoryHTML62025-12-15Repository
BiofirmOpen-source projectsCode repositoryPython52025-06-15Repository
Knowledge-EngineeringOpen-source projectsNotebook repositoryJupyter Notebook52026-05-29Repository
StartLearning and implementationsCode repositoryPython52026-01-19Open docs
act_inf_metaanalysisResearch and publicationsResearch/content repositoryTeX42026-05-04Repository
fep_leanResearch and publicationsCode repositoryPython32026-04-27Repository
ActInf_RxInferLearning and implementationsProject materials repositoryUnspecified22025-04-03Open docs
COGANTResearch and publicationsCode repositoryPython22026-06-30Repository
on_policy_distillationResearch and publicationsCode repositoryPython22026-06-30Repository
pymcpLearning and implementationsCode repositoryPython22025-07-28Repository
pymdpLearning and implementationsCode repositoryPython22024-11-09Repository
GEN24Open-source projectsNotebook repositoryJupyter Notebook12024-10-27Repository
NoOrgOpen-source projectsDocumentation/site repositoryHTML12026-01-31Repository
policy_entanglementOpen-source projectsCode repositoryPython12026-05-30Repository
ActiveInferenceImplementationsLearning and implementationsNotebook repositoryJupyter Notebook02024-09-21Repository
aii-orgPublic web infrastructureDocumentation/site repositoryHTML02026-04-04Repository
antsOpen-source projectsProject materials repositoryUnspecified02021-08-29Repository
ATLASOpen-source projectsProject materials repositoryUnspecified02024-08-21Repository
gen25Open-source projectsProject materials repositoryUnspecified02025-03-14Repository
institute_websitePublic web infrastructureDocumentation/site repositoryHTML02026-06-09Repository

想法

30个想法行

从公共安全概念图中去重的概念、方法、工具、价值观和应用。

30 ideas shown

Public ideas and methods from the Active Inference concept graph.
IdeaTypeMaturitySummaryTagsTree
Action as Active InferenceApplicationEstablishedAction as the process of changing the world to fulfill predictions, minimizing free energy by acting on the environment rather than updating beliefs.action, embodied, motorActive Inference
Learning as Model UpdateApplicationEstablishedLearning as the slow update of generative model parameters to minimize long-term free energy, encompassing synaptic plasticity and structure learning.learning, model-update, plasticityActive Inference
Perception as InferenceApplicationEstablishedPerception understood as Bayesian inference — updating internal generative models to explain away prediction errors from sensory input.inference, perception, sensoryActive Inference
Active InferenceConceptEstablishedThe process theory derived from the Free Energy Principle: agents act to fulfill predictions and minimize expected free energy through perception and action.active-inference, process-theoryActive Inference
AllostasisConceptAdvancedPredictive homeostasis — anticipatory regulation that adjusts setpoints based on expected future demands rather than reacting to deviations.anticipatory, predictive, regulationFree Energy Principle
AutopoiesisConceptEstablishedSelf-producing systems as defined by Maturana and Varela — living systems that continuously produce and maintain themselves.maturana, self-production, varelaFree Energy Principle
EntropyConceptEstablishedA measure of uncertainty or disorder in a probability distribution, connecting information theory to thermodynamics.disorder, entropy, uncertaintyFree Energy Principle
Expected Free EnergyConceptEstablishedThe objective function for policy selection in active inference, combining epistemic (information-seeking) and pragmatic (goal-seeking) drives.efe, epistemic, policy-selection, pragmaticActive Inference
Free Energy PrincipleConceptEstablishedKarl Friston's unifying theory proposing that all adaptive systems minimize variational free energy to maintain their structural and functional integrity.fep, friston, variationalActive Inference
Free Energy Principle (Core)ConceptEstablishedThe core statement: any system that persists must minimize variational free energy, an upper bound on surprisal, through perception and action.core, fep, variationalFree Energy Principle
Generative ModelsConceptEstablishedProbabilistic models specifying how observed data is generated from latent causes, central to both inference and learning under the FEP.generative, latent, probabilisticActive Inference
HomeostasisConceptEstablishedThe maintenance of biological stability through regulatory feedback — keeping internal variables within viable bounds.biological, regulation, stabilityFree Energy Principle
Markov BlanketsConceptEstablishedStatistical boundaries that separate internal states from external states, defining the interface through which a system interacts with its environment.boundary, markov-blanket, pearlActive Inference
Perception-Action LoopConceptEstablishedThe bidirectional sensorimotor cycle through which agents continuously update beliefs (perception) and act on the world (action).embodied, loop, sensorimotorFree Energy Principle
Precision WeightingConceptEstablishedAttention as the optimization of precision (inverse variance) on prediction errors, modulating the influence of sensory vs. prior information.attention, precision, prediction-errorActive Inference
Predictive ProcessingConceptEstablishedThe brain as a prediction machine — Helmholtz, Clark, and Friston's framework where perception is hypothesis testing against sensory input.clark, helmholtz, predictionActive Inference
Self-OrganizationConceptEstablishedThe emergence of order and structure without external direction, explained under FEP as free energy minimization at the system level.complexity, emergence, orderFree Energy Principle
Surprise MinimizationConceptEstablishedThe principle that adaptive systems minimize surprisal (negative log-evidence) to maintain their existence within expected states.log-evidence, surprisal, surpriseFree Energy Principle
Bayesian InferenceMethodEstablishedInference via Bayes' theorem — updating prior beliefs with likelihoods from observed data to obtain posterior distributions.bayes, posterior, priorFree Energy Principle
Policy SelectionMethodEstablishedAction selection via minimization of expected free energy over candidate policies, balancing exploration and exploitation.action, decision, policyActive Inference
Variational BayesMethodEstablishedApproximate Bayesian inference via optimization of the evidence lower bound (ELBO), converting intractable integration into tractable optimization.bayes, elbo, variationalActive Inference
Karl FristonPersonEstablishedOriginator of the Free Energy Principle and Active Inference framework; Professor at University College London.friston, neuroscience, uclActive Inference
Consciousness TheoriesResearch AreaEmergingHigher-order and global cognitive access theories of consciousness, explored through the lens of free energy minimization and self-modeling.consciousness, global-access, higher-orderFree Energy Principle
Information TheoryResearch AreaEstablishedShannon entropy and mutual information — the mathematical foundations for quantifying uncertainty and information content.entropy, information, shannonFree Energy Principle
Statistical MechanicsResearch AreaEstablishedThe thermodynamics of many-particle systems, providing the formalism for free energy, partition functions, and ensemble behavior.boltzmann, gibbs, thermodynamicsFree Energy Principle
RxInfer.jlToolEmergingJulia-based reactive message passing library for scalable Bayesian inference and active inference agent design.julia, message-passing, reactiveActive Inference
pymdpToolEmergingPython library for simulating active inference agents using partially observable Markov decision processes (POMDPs).pomdp, python, simulationActive Inference
AccessibilityValueEstablishedInstitute value: making Active Inference Institute research and education accessible to diverse global communities.accessibility, institute, valueActive Inference
Real-World ApplicabilityValueEstablishedInstitute value: ensuring research translates into real-world applications that benefit individuals and communities.applicability, institute, valueActive Inference
Scientific RigorValueEstablishedInstitute value: maintaining high standards of scientific rigor in all research and educational outputs.institute, rigor, valueActive Inference

图视图

作为图的本体关系

以下公共本体关系以交互式节点链接图显示。选择一个概念以查看其连接的内容。

Jump to the ontology relationship table

本体论

33个关系行

从“主动推断”和“自由能量原则”技术树中导出的有向关系。

33 relationships shown

Public ontology relationship table from the Active Inference concept graph.
RelationshipTreeFromRelationToMaturity
Accessibility -> Active InferenceActive InferenceAccessibilitygovernsActive InferenceEstablished -> Established
Active Inference -> Action as Active InferenceActive InferenceActive InferenceexplainsAction as Active InferenceEstablished -> Established
Active Inference -> Expected Free EnergyActive InferenceActive InferenceincludesExpected Free EnergyEstablished -> Established
Active Inference -> Learning as Model UpdateActive InferenceActive InferenceexplainsLearning as Model UpdateEstablished -> Established
Active Inference -> Perception as InferenceActive InferenceActive InferenceexplainsPerception as InferenceEstablished -> Established
Active Inference -> Precision WeightingActive InferenceActive InferenceincludesPrecision WeightingEstablished -> Established
Expected Free Energy -> Policy SelectionActive InferenceExpected Free EnergyenablesPolicy SelectionEstablished -> Established
Free Energy Principle -> Active InferenceActive InferenceFree Energy PrinciplegroundsActive InferenceEstablished -> Established
Free Energy Principle -> Generative ModelsActive InferenceFree Energy PrinciplerequiresGenerative ModelsEstablished -> Established
Free Energy Principle -> Markov BlanketsActive InferenceFree Energy Principledefines boundary viaMarkov BlanketsEstablished -> Established
Free Energy Principle -> Variational BayesActive InferenceFree Energy Principleimplemented viaVariational BayesEstablished -> Established
Karl Friston -> Free Energy PrincipleActive InferenceKarl FristonoriginatedFree Energy PrincipleEstablished -> Established
Markov Blankets -> Generative ModelsActive InferenceMarkov Blanketsprerequisite forGenerative ModelsEstablished -> Established
Predictive Processing -> Free Energy PrincipleActive InferencePredictive ProcessingextendsFree Energy PrincipleEstablished -> Established
Real-World Applicability -> Action as Active InferenceActive InferenceReal-World ApplicabilitygovernsAction as Active InferenceEstablished -> Established
Real-World Applicability -> Perception as InferenceActive InferenceReal-World ApplicabilitygovernsPerception as InferenceEstablished -> Established
RxInfer.jl -> Active InferenceActive InferenceRxInfer.jlimplementsActive InferenceEmerging -> Established
Scientific Rigor -> Free Energy PrincipleActive InferenceScientific RigorgovernsFree Energy PrincipleEstablished -> Established
Variational Bayes -> Generative ModelsActive InferenceVariational Bayesprerequisite forGenerative ModelsEstablished -> Established
pymdp -> Active InferenceActive InferencepymdpimplementsActive InferenceEmerging -> Established
Allostasis -> HomeostasisFree Energy PrincipleAllostasisextendsHomeostasisAdvanced -> Established
Bayesian Inference -> EntropyFree Energy PrincipleBayesian Inferenceprerequisite forEntropyEstablished -> Established
Bayesian Inference -> Free Energy Principle (Core)Free Energy PrincipleBayesian InferenceimplementsFree Energy Principle (Core)Established -> Established
Entropy -> Surprise MinimizationFree Energy PrincipleEntropyprerequisite forSurprise MinimizationEstablished -> Established
Free Energy Principle (Core) -> Consciousness TheoriesFree Energy PrincipleFree Energy Principle (Core)applies toConsciousness TheoriesEstablished -> Emerging
Free Energy Principle (Core) -> HomeostasisFree Energy PrincipleFree Energy Principle (Core)applies toHomeostasisEstablished -> Established
Free Energy Principle (Core) -> Self-OrganizationFree Energy PrincipleFree Energy Principle (Core)explainsSelf-OrganizationEstablished -> Established
Information Theory -> EntropyFree Energy PrincipleInformation TheorydefinesEntropyEstablished -> Established
Information Theory -> Free Energy Principle (Core)Free Energy PrincipleInformation Theoryfoundations ofFree Energy Principle (Core)Established -> Established
Perception-Action Loop -> Free Energy Principle (Core)Free Energy PrinciplePerception-Action Loopcore mechanism ofFree Energy Principle (Core)Established -> Established
Statistical Mechanics -> Free Energy Principle (Core)Free Energy PrincipleStatistical Mechanicsfoundations ofFree Energy Principle (Core)Established -> Established
Surprise Minimization -> Free Energy Principle (Core)Free Energy PrincipleSurprise MinimizationinstantiatesFree Energy Principle (Core)Established -> Established

治理

56 governance member rows

包括董事会、官员和注册组织角色在内的公共治理成员。

56 governance members shown

Public governance members in the Active Inference Institute registry.
NameRoles
Adam SafronSAB membership · Unit Member
Adeel RaziSAB membership
Alexander OrorbiaSAB membership
Alexander SabineBoard of Directors
Alexandra MikhailovaVice President · Secretary · Officer · Board of Directors
Ali RahmjooSAB membership
Alianna MarenBoard of Directors
Ana Magdalena HurtadoBoard of Directors · Unit Member
Andrew PasheaSAB membership
Ann StapletonBoard of Directors
Anna PereiraUnit Member · Fellow
Antonio Lucas-AlbaSAB membership
Arun NiranjanSAB membership
Austin CookBoard of Directors
Avel Guénin-CarlutSAB membership
Bradly AliceaSAB membership
Candice PattisapuSAB membership
Chris FieldsSAB membership
Christo Kurisummoottil ThomasSAB membership
Cory SlaterSAB membership
Daniel FriedmanPresident · Treasurer · Board of Directors · Officer · Member · Unit Member
Dean TicklesBoard of Directors
Ed OberBoard of Directors
Elliott HauserSAB membership
Ellynne DecBoard of Directors
Fraser PatersonUnit Member
Haris NeophytouSAB membership
Holly GrimmSAB membership
Héctor ManriqueSAB membership · Unit Member
Ian TennantSAB membership
Ivan MetelkinUnit Member
Jana LumiSAB membership
Jean-François CloutierUnit Member · Fellow
Jeremy CooperUnit Member
Jesse GUnit Member
Joel DietzSAB membership
John BoikUnit Member · Fellow
John ClippingerSAB membership
Joshua ShaneSAB membership
Karl John FristonMember · SAB membership
Luca PossatiSAB membership
Matt BrownSAB membership
Maxwell J D RamsteadSAB membership
Michael LennonSAB membership
Mike SmithSAB membership
PabloFMUnit Member
Rafael KaufmannBoard of Directors
Robert WordenUnit Member · Fellow
Scott DavidSAB membership
Sebastian AlvaradoSAB membership
Shady El DamatySAB membership
Shagor (Shaggy) RahmanUnit Member
Theodoros AliferisUnit Member
Thomas KehlerSAB membership
Virginia Bleu KnightBoard of Directors · Member
Vladimir BaulinBoard of Directors · Unit Member

出版物

50 publication rows

批准的公开通信——报告、公告和通讯。

50 publications shown

Approved public communications from the Active Inference Institute.
TitleTypeDateAuthorReference
July 2026 Newsletter ☀️🏖️🐝 Active Inference InstituteNewsletter2026-07-31Active Inference Institute
June 2026 Newsletter 🌙🌵🕶️ Active Inference InstituteNewsletter2026-06-30Active Inference Institute
May 2026 Newsletter 📡 🐟 🐌 Active Inference InstituteNewsletter2026-05-29Active Inference Institute
April 2026 Newsletter 🌿 🧅 🛠️ Active Inference InstituteNewsletter2026-04-30Active Inference Institute
March 2026 Newsletter 🐐 📰 🏵️ Active Inference InstituteNewsletter2026-03-27Active Inference Institute
Active Inference Institute — Weekly Update #10Announcement2026-03-04Active Inference InstituteAII-WA-2026-W10
February 2026 Newsletter 🕸️💓🚋 Active Inference InstituteNewsletter2026-02-27Active Inference Institute
January 2026 Newsletter 🥧 🌤️ 🖌️ Active Inference InstituteNewsletter2026-01-30Active Inference Institute
Active Inference Institute — 2025 Annual ReviewReport2026-01-15Active Inference InstituteAII-AR-2025
Active Inference Institute — 2026 Annual Preview & Strategic PlanReport2026-01-01Active Inference InstituteAII-AP-2026
December 2025 Newsletter 🗝️🎲🐧 Active Inference InstituteNewsletter2025-12-26Active Inference Institute
November 2025 Newsletter 🌙🍄🌲 Active Inference InstituteNewsletter2025-11-30Active Inference Institute
October 2025 Newsletter 🍃🚌🍎 Active Inference InstituteNewsletter2025-10-31Active Inference Institute
September 2025 Newsletter 🦔🛠️🐚 Active Inference InstituteNewsletter2025-09-25Active Inference Institute
August 2025 Newsletter ♣️🔗🐞 Active Inference InstituteNewsletter2025-08-31Active Inference Institute
July 2025 Newsletter 🌊🐋🎢 Active Inference InstituteNewsletter2025-07-31Active Inference Institute
June 2025 Newsletter 🎁🏄🐛 Active Inference InstituteNewsletter2025-06-27Active Inference Institute
May 2025 Newsletter 🌛🌷📜 Active Inference InstituteNewsletter2025-05-30Active Inference Institute
April 2025 Newsletter 🐧📒🐢 Active Inference InstituteNewsletter2025-04-30Active Inference Institute
March 2025 Newsletter ❇️🐞🌗 Active Inference InstituteNewsletter2025-03-31Active Inference Institute
February 2025 Newsletter ⌚️🌷👂 Active Inference InstituteNewsletter2025-02-28Active Inference Institute
January 2025 Newsletter 💫🎱🌳 Active Inference InstituteNewsletter2025-01-31Active Inference Institute
December 2024 Newsletter 🎹🎡💾 Active Inference InstituteNewsletter2024-12-27Active Inference Institute
November 2024 Newsletter 🔰🔌🏐 Active Inference InstituteNewsletter2024-12-01Active Inference Institute
October 2024 Newsletter 🔭🌲🍲 Active Inference InstituteNewsletter2024-10-31Active Inference Institute
September 2024 Newsletter 🎑🏔🎃 Active Inference InstituteNewsletter2024-10-01Active Inference Institute
August 2024 Newsletter 🦋♻️🐧 Active Inference InstituteNewsletter2024-08-30Active Inference Institute
July 2024 Newsletter 🎮👽🌀 Active Inference InstituteNewsletter2024-08-01Active Inference Institute
June 2024 Newsletter 📖✍🌐 Active Inference InstituteNewsletter2024-06-28Active Inference Institute
May 2024 Newsletter 📤⛎🎹 Active Inference InstituteNewsletter2024-05-31Active Inference Institute
April 2024 Newsletter ➰❓🐞 Active Inference InstituteNewsletter2024-04-30Active Inference Institute
March 2024 Newsletter 🌹🎪🎺 Active Inference InstituteNewsletter2024-03-29Active Inference Institute
February 2024 Newsletter 🌼🐞🕯️ Active Inference InstituteNewsletter2024-02-29Active Inference Institute
January 2024 Newsletter 🪁🛠️🌐 Active Inference InstituteNewsletter2024-01-31Active Inference Institute
December 2023 Newsletter 🥂🕛🧑‍🎤 Active Inference InstituteNewsletter2023-12-31Active Inference Institute
November 2023 Newsletter ☃️👽🖽 Active Inference InstituteNewsletter2023-11-30Active Inference Institute
October 2023 Newsletter 🚀🎨🌟 Active Inference InstituteNewsletter2023-10-31Active Inference Institute
September 2023 Newsletter 🎃🐧🥼Active Inference InstituteNewsletter2023-09-29Active Inference Institute
August 2023 Newsletter 🧟🌪️🥑Active Inference InstituteNewsletter2023-08-31Active Inference Institute
July 2023 Newsletter 🧠➿🦾 Active Inference InstituteNewsletter2023-07-31Active Inference Institute
June 2023 Newsletter ✂️🎨🧭 Active Inference InstituteNewsletter2023-06-29Active Inference Institute
May 2023 Newsletter 🌊📢🦌 Active Inference InstituteNewsletter2023-05-31Active Inference Institute
April 2023 Newsletter ☂️🧷🎵 Active Inference InstituteNewsletter2023-04-28Active Inference Institute
March 2023 Newsletter 🎢 🫠💮 Active Inference InstituteNewsletter2023-03-31Active Inference Institute
February 2023 Newsletter 🐃🎨🧭 Active Inference InstituteNewsletter2023-02-28Active Inference Institute
January 2023 Newsletter 🚗💭🌠 Active Inference InstituteNewsletter2023-01-31Active Inference Institute
December 2022 Newsletter 🐜🐝🏠 Active Inference InstituteNewsletter2022-12-30Active Inference Institute
November 2022 Newsletter 🎉🎱🏗️ Active Inference InstituteNewsletter2022-11-30Active Inference Institute
Active Inference Institute ~ October 2022 NewsletterNewsletter2022-10-31Active Inference Institute
ActInfLab ~ June 2022 Newsletter with Special Announcement ~ 🅰️👀Newsletter2022-07-04Active Inference Institute

政策

1 governance policy 行

公共治理政策注册表，包含类别、当前状态、版本和描述。

1 policies shown

Public governance policy registry for the Active Inference Institute.
PolicyCategoryStatusVersionDescriptionTags
Bylaws of Active Inference Institute, Inc.Governance EthicsAccepted1.0Corporate bylaws adopted December 12, 2025, defining the governance structure of the Active Inference Institute — Memberfoundational, legal, accepted

程序

9 公开课程行

从学院项目注册表衍生出的结构化参与和支持路径。

9 programs shown

Public participation and support programs at the Active Inference Institute.
ProgramCategoryStatusSummaryTopics
GrantsFundingActiveSustainable funding program seeking grants to support research and ecosystem development.ecosystem-sustainability, funding, grants, open-science, research-development, team-building
PhilanthropyFundingActiveTax-exempt donation program supporting the Active Inference Institute's mission and ecosystem work.501c3, donations, funding, nonprofit, tax-exempt
Open SourceOpen SourceActiveInstitute's open source software ecosystem, repositories, and collaborative development under CC BY-NC-SA 4.0 licensing.active-inference-ecosystem, cc-by-nc-sa-4.0, github, open-source, repositories, software
Ecosystem SupportOtherActiveResources and participation opportunities for individuals and organizations through educational, infrastructural, and administrative servicecommunity, education, funding, infrastructure, partnerships, professionalization
FellowsParticipationActiveUnpaid fellowship program supporting exceptional researchers conducting self-directed Active Inference research with Institute support and cactive-inference, community, fellowship, mentorship, open-science, research
InternshipParticipationActiveCustomized internship program combining active inference education, research participation, and mentorship with flexible duration.active-inference, education, learning-groups, mentorship, research
VolunteerParticipationActiveCommunity-driven open science volunteers contribute to Active Inference Institute projects across diverse domains and time commitments.active-inference, community-driven, open-science, research-contribution, volunteer-work
MentorshipPartnershipActiveOne-on-one mentoring connecting interns with subject matter experts for co-learning.co-learning, expertise-matching, interns, learning, mentorship, one-on-one
PartnershipPartnershipActiveOrganizational partnership program fostering mutually beneficial collaborations with mission-aligned organizations to advance Active Inferenactive-inference, collaboration, education, open-source, organizational-partnerships, research-ecosystem

文献

17 公開引用行

用于支撑公共Active Inference研究领域页面的文献记录。

17 citations shown

Public bibliography records used by Active Inference research domain pages.
WorkAuthorsYearVenueDOI
Active Digital Twins via Active InferenceMatteo Torzoni, Domenico Maisto, Andrea Manzoni, Francesco Donnarumma, Giovanni Pezzulo, Alberto Corigliano2026Engineering Applications of Artificial Intelligence10.1016/j.engappai.2026.114519
Active Inference AI and the Spatial Web for Medicine: A New Paradigm for Medical Research, Treatment, and EducationDan Mapes2025The Cancer Journal10.1097/PPO.0000000000000798
An active inference strategy for prompting reliable responses from large language models in medical practiceAida Brankovic, David Cook, Jessica Rahman, Alana Delaforce, Jane Li, Farah Magrabi, Federico Cabitza, Enrico Coiera, DanaKai Bradford2025npj Digital Medicine10.1038/s41746-025-01516-2
Active Inference in Psychology and Psychiatry: Progress to Date?Paul B. Badcock, Christopher G. Davey2024Entropy10.3390/e26100833
On Bayesian Mechanics: A Physics of and by BeliefsMaxwell J. D. Ramstead, Karl J. Friston, Axel Constant, Lancelot Da Costa, Casper Hesp, Beren Millidge, Alexander Tschantz2023arXivOpen source
Active inference, morphogenesis, and computational psychiatryLéo Pio-Lopez, Franz Kuchling, Angela Tung, Giovanni Pezzulo, Michael Levin2022Frontiers in Computational Neuroscience10.3389/fncom.2022.988977
Active Inference: The Free Energy Principle in Mind, Brain, and BehaviorThomas Parr, Giovanni Pezzulo, Karl J. Friston2022MIT PressOpen source
From Broken Models to Treatment Selection: Active Inference as a Tool to Guide Clinical Research and PracticeLukas Kirchner, Anna-Lena Eckert, Max Berg2022Clinical Psychology in Europe10.32872/cpe.9697
Active Inferants: An Active Inference Framework for Ant Colony BehaviorDaniel Ari Friedman, Alec Tschantz, Maxwell J. D. Ramstead, Karl J. Friston, Axel Constant2021Frontiers in Behavioral Neuroscience10.3389/fnbeh.2021.647732
Active Inference in Robotics and Artificial Agents: Survey and ChallengesPablo Lanillos, Cristian Meo, Corrado Pezzato, et al.2021arXiv10.48550/arXiv.2112.01871
Computational Models of Interoception and Body RegulationFrederike H. Petzschner, Sarah N. Garfinkel, Martin P. Paulus, Christof Koch, Sahib S. Khalsa2021Trends in Neurosciences10.1016/j.tins.2020.09.012
Active inference on discrete state-spaces: A synthesisLancelot Da Costa, Thomas Parr, Noor Sajid, Sebastijan Veselic, Victorita Neacsu, Karl J. Friston2020Journal of Mathematical Psychology10.1016/j.jmp.2020.102447
An Active Inference Approach to Interoceptive PsychopathologyMartin P. Paulus, Justin S. Feinstein, Sahib S. Khalsa2019Annual Review of Clinical Psychology10.1146/annurev-clinpsy-050718-095617
Active Inference, homeostatic regulation and adaptive behavioural controlGiovanni Pezzulo, Francesco Rigoli, Karl J. Friston2017Progress in Neurobiology10.1016/j.pneurobio.2017.08.001
The free energy principle for action and perception: A mathematical reviewChristopher L. Buckley, Chang Sub Kim, Simon McGregor, Anil K. Seth2017Journal of Mathematical Psychology10.1016/j.jmp.2017.09.004
Active inference and robot control: a case studyLéo Pio-Lopez, Ange Nizard, Karl J. Friston, Giovanni Pezzulo2016Journal of the Royal Society Interface10.1098/rsif.2016.0616
The free-energy principle: a unified brain theory?Karl J. Friston2010Nature Reviews Neuroscience10.1038/nrn2787

相关页面

继续浏览公共网站

项目

公共项目、仓库和应用工作路径

Project map

目录

每个渲染的公共页面、资源组、官方链接、仓库和表格行。

Global Directory

领域

跨领域的主动推断

可探索的科学和实践领域中主动推论的应用概览——每项都有方向、关键理念以及进入相关项目和资源的入口点。

农业气候科学计算工具网络安全生态经济学教育昆虫学healthcare法律与政策语言学医学音乐和声音神经科学心理学机器人社交{the Scientific Method}城市规划所有领域