リポジトリ
パブリックなActive Inference Instituteのリポジトリは、プロジェクトファミリー、タイプ、言語、スター数、更新日を示します。
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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.
35public repositories
30idea rows
33relationship rows
56governance members
51publications
1policies
9programs
17citations
On this page
Open Source Map guide
パブリックリンクポリシー
外部第一の公開データ
これらのテーブルは公開リポジトリ、公開概念メタデータ、および公開ガバナンス記録のみを表示します。内部的な操作記録とプライベートな作業詳細は除外されます。
アイデア
公開可能な技術ツリーメタデータからの概念、方法、ツール、価値、および出版ノードの抽出。
オントロジー
公的アイデア、方法、価値観、ツール、およびアプリケーション間の有向関係。
ガバナンス
理事会、役員、および登録組織役を含む公的ガバナンスのメンバー。
出版物
承認された公的コミュニケーション、レポート、発表、ニュースレターなど。
ポリシー
カテゴリ、ステータス、バージョン、説明を含む公共ガバナンス政策登録。
プログラム
参加者による公の参加、学習、研究、および貢献者の支援パスウェイ。
文献
Active Inference ドメインページを基礎とする公開的なライブラリ記録。
232 rows shown
リポジトリ
35 public repository rows
ActiveInference InstituteのGitHub公開リポジトリから派生したオープンソースプロジェクトの列。
35 repositories shown
| 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 |
| Symposium | Open-source projects | Code repository | Python | 12 | 2026-03-18 | Open docs |
| GEO-INFER | Open-source projects | Documentation/site repository | HTML | 11 | 2026-05-26 | Repository |
| Journal-Utilities | Research and publications | Research/content repository | HTML | 11 | 2026-02-21 | Repository |
| ActiveInferenceCategoryTheory | Research and publications | Project materials repository | Unspecified | 10 | 2025-02-03 | Repository |
| courses | Learning and implementations | Documentation/site repository | HTML | 10 | 2026-05-18 | Repository |
| AEOS | Research and publications | Project materials repository | Unspecified | 8 | 2025-05-27 | Repository |
| Parr_et_al_2022_ActInf_Textbook | Learning and implementations | Code repository | Julia | 6 | 2024-07-24 | Repository |
| Research-Discovery-Engine | Research and publications | Documentation/site repository | HTML | 6 | 2025-12-15 | Repository |
| Biofirm | Open-source projects | Code repository | Python | 5 | 2025-06-15 | Repository |
| Knowledge-Engineering | Open-source projects | Notebook repository | Jupyter Notebook | 5 | 2026-05-29 | Repository |
| Start | Learning and implementations | Code repository | Python | 5 | 2026-01-19 | Open docs |
| act_inf_metaanalysis | Research and publications | Research/content repository | TeX | 4 | 2026-05-04 | Repository |
| fep_lean | Research and publications | Code repository | Python | 3 | 2026-04-27 | Repository |
| ActInf_RxInfer | Learning and implementations | Project materials repository | Unspecified | 2 | 2025-04-03 | Open docs |
| COGANT | Research and publications | Code repository | Python | 2 | 2026-06-30 | Repository |
| on_policy_distillation | Research and publications | Code repository | Python | 2 | 2026-06-30 | Repository |
| pymcp | Learning and implementations | Code repository | Python | 2 | 2025-07-28 | Repository |
| pymdp | Learning and implementations | Code repository | Python | 2 | 2024-11-09 | Repository |
| GEN24 | Open-source projects | Notebook repository | Jupyter Notebook | 1 | 2024-10-27 | Repository |
| NoOrg | Open-source projects | Documentation/site repository | HTML | 1 | 2026-01-31 | Repository |
| policy_entanglement | Open-source projects | Code repository | Python | 1 | 2026-05-30 | Repository |
| ActiveInferenceImplementations | Learning and implementations | Notebook repository | Jupyter Notebook | 0 | 2024-09-21 | Repository |
| aii-org | Public web infrastructure | Documentation/site repository | HTML | 0 | 2026-04-04 | Repository |
| ants | Open-source projects | Project materials repository | Unspecified | 0 | 2021-08-29 | Repository |
| ATLAS | Open-source projects | Project materials repository | Unspecified | 0 | 2024-08-21 | Repository |
| gen25 | Open-source projects | Project materials repository | Unspecified | 0 | 2025-03-14 | Repository |
| institute_website | Public web infrastructure | Documentation/site repository | HTML | 0 | 2026-06-09 | Repository |
アイデア
30のアイデア行
公の安全な概念グラフから重複を排除した概念、方法、ツール、価値観、およびアプリケーション。
30 ideas shown
| Idea | Type | Maturity | Summary | Tags | Tree |
|---|---|---|---|---|---|
| Action as Active Inference | Application | Established | Action as the process of changing the world to fulfill predictions, minimizing free energy by acting on the environment rather than updating beliefs. | action, embodied, motor | Active Inference |
| Learning as Model Update | Application | Established | Learning as the slow update of generative model parameters to minimize long-term free energy, encompassing synaptic plasticity and structure learning. | learning, model-update, plasticity | Active Inference |
| Perception as Inference | Application | Established | Perception understood as Bayesian inference — updating internal generative models to explain away prediction errors from sensory input. | inference, perception, sensory | Active Inference |
| Active Inference | Concept | Established | The 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-theory | Active Inference |
| Allostasis | Concept | Advanced | Predictive homeostasis — anticipatory regulation that adjusts setpoints based on expected future demands rather than reacting to deviations. | anticipatory, predictive, regulation | Free Energy Principle |
| Autopoiesis | Concept | Established | Self-producing systems as defined by Maturana and Varela — living systems that continuously produce and maintain themselves. | maturana, self-production, varela | Free Energy Principle |
| Entropy | Concept | Established | A measure of uncertainty or disorder in a probability distribution, connecting information theory to thermodynamics. | disorder, entropy, uncertainty | Free Energy Principle |
| Expected Free Energy | Concept | Established | The objective function for policy selection in active inference, combining epistemic (information-seeking) and pragmatic (goal-seeking) drives. | efe, epistemic, policy-selection, pragmatic | Active Inference |
| Free Energy Principle | Concept | Established | Karl Friston's unifying theory proposing that all adaptive systems minimize variational free energy to maintain their structural and functional integrity. | fep, friston, variational | Active Inference |
| Free Energy Principle (Core) | Concept | Established | The core statement: any system that persists must minimize variational free energy, an upper bound on surprisal, through perception and action. | core, fep, variational | Free Energy Principle |
| Generative Models | Concept | Established | Probabilistic models specifying how observed data is generated from latent causes, central to both inference and learning under the FEP. | generative, latent, probabilistic | Active Inference |
| Homeostasis | Concept | Established | The maintenance of biological stability through regulatory feedback — keeping internal variables within viable bounds. | biological, regulation, stability | Free Energy Principle |
| Markov Blankets | Concept | Established | Statistical boundaries that separate internal states from external states, defining the interface through which a system interacts with its environment. | boundary, markov-blanket, pearl | Active Inference |
| Perception-Action Loop | Concept | Established | The bidirectional sensorimotor cycle through which agents continuously update beliefs (perception) and act on the world (action). | embodied, loop, sensorimotor | Free Energy Principle |
| Precision Weighting | Concept | Established | Attention as the optimization of precision (inverse variance) on prediction errors, modulating the influence of sensory vs. prior information. | attention, precision, prediction-error | Active Inference |
| Predictive Processing | Concept | Established | The brain as a prediction machine — Helmholtz, Clark, and Friston's framework where perception is hypothesis testing against sensory input. | clark, helmholtz, prediction | Active Inference |
| Self-Organization | Concept | Established | The emergence of order and structure without external direction, explained under FEP as free energy minimization at the system level. | complexity, emergence, order | Free Energy Principle |
| Surprise Minimization | Concept | Established | The principle that adaptive systems minimize surprisal (negative log-evidence) to maintain their existence within expected states. | log-evidence, surprisal, surprise | Free Energy Principle |
| Bayesian Inference | Method | Established | Inference via Bayes' theorem — updating prior beliefs with likelihoods from observed data to obtain posterior distributions. | bayes, posterior, prior | Free Energy Principle |
| Policy Selection | Method | Established | Action selection via minimization of expected free energy over candidate policies, balancing exploration and exploitation. | action, decision, policy | Active Inference |
| Variational Bayes | Method | Established | Approximate Bayesian inference via optimization of the evidence lower bound (ELBO), converting intractable integration into tractable optimization. | bayes, elbo, variational | Active Inference |
| Karl Friston | Person | Established | Originator of the Free Energy Principle and Active Inference framework; Professor at University College London. | friston, neuroscience, ucl | Active Inference |
| Consciousness Theories | Research Area | Emerging | Higher-order and global cognitive access theories of consciousness, explored through the lens of free energy minimization and self-modeling. | consciousness, global-access, higher-order | Free Energy Principle |
| Information Theory | Research Area | Established | Shannon entropy and mutual information — the mathematical foundations for quantifying uncertainty and information content. | entropy, information, shannon | Free Energy Principle |
| Statistical Mechanics | Research Area | Established | The thermodynamics of many-particle systems, providing the formalism for free energy, partition functions, and ensemble behavior. | boltzmann, gibbs, thermodynamics | Free Energy Principle |
| RxInfer.jl | Tool | Emerging | Julia-based reactive message passing library for scalable Bayesian inference and active inference agent design. | julia, message-passing, reactive | Active Inference |
| pymdp | Tool | Emerging | Python library for simulating active inference agents using partially observable Markov decision processes (POMDPs). | pomdp, python, simulation | Active Inference |
| Accessibility | Value | Established | Institute value: making Active Inference Institute research and education accessible to diverse global communities. | accessibility, institute, value | Active Inference |
| Real-World Applicability | Value | Established | Institute value: ensuring research translates into real-world applications that benefit individuals and communities. | applicability, institute, value | Active Inference |
| Scientific Rigor | Value | Established | Institute value: maintaining high standards of scientific rigor in all research and educational outputs. | institute, rigor, value | Active Inference |
グラフ表示
オントロジー関係をグラフとして表現する
以下のテーブルに示された同じ公的オントロジー関係を、インタラクティブなノード・リンクグラフとして表示します。概念を選択して、それが何と接続しているかを強調表示します。
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オントロジー
33の関係行
アクティブインファレンスとフリーエネルギー原理の技術ツリーからの誘導関係
33 relationships shown
| Relationship | Tree | From | Relation | To | Maturity |
|---|---|---|---|---|---|
| Accessibility -> Active Inference | Active Inference | Accessibility | governs | Active Inference | Established -> Established |
| Active Inference -> Action as Active Inference | Active Inference | Active Inference | explains | Action as Active Inference | Established -> Established |
| Active Inference -> Expected Free Energy | Active Inference | Active Inference | includes | Expected Free Energy | Established -> Established |
| Active Inference -> Learning as Model Update | Active Inference | Active Inference | explains | Learning as Model Update | Established -> Established |
| Active Inference -> Perception as Inference | Active Inference | Active Inference | explains | Perception as Inference | Established -> Established |
| Active Inference -> Precision Weighting | Active Inference | Active Inference | includes | Precision Weighting | Established -> Established |
| Expected Free Energy -> Policy Selection | Active Inference | Expected Free Energy | enables | Policy Selection | Established -> Established |
| Free Energy Principle -> Active Inference | Active Inference | Free Energy Principle | grounds | Active Inference | Established -> Established |
| Free Energy Principle -> Generative Models | Active Inference | Free Energy Principle | requires | Generative Models | Established -> Established |
| Free Energy Principle -> Markov Blankets | Active Inference | Free Energy Principle | defines boundary via | Markov Blankets | Established -> Established |
| Free Energy Principle -> Variational Bayes | Active Inference | Free Energy Principle | implemented via | Variational Bayes | Established -> Established |
| Karl Friston -> Free Energy Principle | Active Inference | Karl Friston | originated | Free Energy Principle | Established -> Established |
| Markov Blankets -> Generative Models | Active Inference | Markov Blankets | prerequisite for | Generative Models | Established -> Established |
| Predictive Processing -> Free Energy Principle | Active Inference | Predictive Processing | extends | Free Energy Principle | Established -> Established |
| Real-World Applicability -> Action as Active Inference | Active Inference | Real-World Applicability | governs | Action as Active Inference | Established -> Established |
| Real-World Applicability -> Perception as Inference | Active Inference | Real-World Applicability | governs | Perception as Inference | Established -> Established |
| RxInfer.jl -> Active Inference | Active Inference | RxInfer.jl | implements | Active Inference | Emerging -> Established |
| Scientific Rigor -> Free Energy Principle | Active Inference | Scientific Rigor | governs | Free Energy Principle | Established -> Established |
| Variational Bayes -> Generative Models | Active Inference | Variational Bayes | prerequisite for | Generative Models | Established -> Established |
| pymdp -> Active Inference | Active Inference | pymdp | implements | Active Inference | Emerging -> Established |
| Allostasis -> Homeostasis | Free Energy Principle | Allostasis | extends | Homeostasis | Advanced -> Established |
| Autopoiesis -> Self-Organization | Free Energy Principle | Autopoiesis | related to | Self-Organization | Established -> Established |
| Bayesian Inference -> Entropy | Free Energy Principle | Bayesian Inference | prerequisite for | Entropy | Established -> Established |
| Bayesian Inference -> Free Energy Principle (Core) | Free Energy Principle | Bayesian Inference | implements | Free Energy Principle (Core) | Established -> Established |
| Entropy -> Surprise Minimization | Free Energy Principle | Entropy | prerequisite for | Surprise Minimization | Established -> Established |
| Free Energy Principle (Core) -> Consciousness Theories | Free Energy Principle | Free Energy Principle (Core) | applies to | Consciousness Theories | Established -> Emerging |
| Free Energy Principle (Core) -> Homeostasis | Free Energy Principle | Free Energy Principle (Core) | applies to | Homeostasis | Established -> Established |
| Free Energy Principle (Core) -> Self-Organization | Free Energy Principle | Free Energy Principle (Core) | explains | Self-Organization | Established -> Established |
| Information Theory -> Entropy | Free Energy Principle | Information Theory | defines | Entropy | Established -> Established |
| Information Theory -> Free Energy Principle (Core) | Free Energy Principle | Information Theory | foundations of | Free Energy Principle (Core) | Established -> Established |
| Perception-Action Loop -> Free Energy Principle (Core) | Free Energy Principle | Perception-Action Loop | core mechanism of | Free Energy Principle (Core) | Established -> Established |
| Statistical Mechanics -> Free Energy Principle (Core) | Free Energy Principle | Statistical Mechanics | foundations of | Free Energy Principle (Core) | Established -> Established |
| Surprise Minimization -> Free Energy Principle (Core) | Free Energy Principle | Surprise Minimization | instantiates | Free Energy Principle (Core) | Established -> Established |
ガバナンス
56 governance member rows
理事会、役員、および登録組織役を含む公的ガバナンスのメンバー。
56 governance members shown
| Name | Roles |
|---|---|
| Adam Safron | SAB membership · Unit Member |
| Adeel Razi | SAB membership |
| Alexander Ororbia | SAB membership |
| Alexander Sabine | Board of Directors |
| Alexandra Mikhailova | Vice President · Secretary · Officer · Board of Directors |
| Ali Rahmjoo | SAB membership |
| Alianna Maren | Board of Directors |
| Ana Magdalena Hurtado | Board of Directors · Unit Member |
| Andrew Pashea | SAB membership |
| Ann Stapleton | Board of Directors |
| Anna Pereira | Unit Member · Fellow |
| Antonio Lucas-Alba | SAB membership |
| Arun Niranjan | SAB membership |
| Austin Cook | Board of Directors |
| Avel Guénin-Carlut | SAB membership |
| Bradly Alicea | SAB membership |
| Candice Pattisapu | SAB membership |
| Chris Fields | SAB membership |
| Christo Kurisummoottil Thomas | SAB membership |
| Cory Slater | SAB membership |
| Daniel Friedman | President · Treasurer · Board of Directors · Officer · Member · Unit Member |
| Dean Tickles | Board of Directors |
| Ed Ober | Board of Directors |
| Elliott Hauser | SAB membership |
| Ellynne Dec | Board of Directors |
| Fraser Paterson | Unit Member |
| Haris Neophytou | SAB membership |
| Holly Grimm | SAB membership |
| Héctor Manrique | SAB membership · Unit Member |
| Ian Tennant | SAB membership |
| Ivan Metelkin | Unit Member |
| Jana Lumi | SAB membership |
| Jean-François Cloutier | Unit Member · Fellow |
| Jeremy Cooper | Unit Member |
| Jesse G | Unit Member |
| Joel Dietz | SAB membership |
| John Boik | Unit Member · Fellow |
| John Clippinger | SAB membership |
| Joshua Shane | SAB membership |
| Karl John Friston | Member · SAB membership |
| Luca Possati | SAB membership |
| Matt Brown | SAB membership |
| Maxwell J D Ramstead | SAB membership |
| Michael Lennon | SAB membership |
| Mike Smith | SAB membership |
| PabloFM | Unit Member |
| Rafael Kaufmann | Board of Directors |
| Robert Worden | Unit Member · Fellow |
| Scott David | SAB membership |
| Sebastian Alvarado | SAB membership |
| Shady El Damaty | SAB membership |
| Shagor (Shaggy) Rahman | Unit Member |
| Theodoros Aliferis | Unit Member |
| Thomas Kehler | SAB membership |
| Virginia Bleu Knight | Board of Directors · Member |
| Vladimir Baulin | Board of Directors · Unit Member |
出版物
51 publication rows
承認された公的コミュニケーション - 報告書、発表、ニュースレター。
51 publications shown
| Title | Type | Date | Author | Reference |
|---|---|---|---|---|
| August 2026 Newsletter 🎡🎞🐅 Active Inference Institute | Newsletter | 2026-08-31 | Active Inference Institute | |
| July 2026 Newsletter ☀️🏖️🐝 Active Inference Institute | Newsletter | 2026-07-31 | Active Inference Institute | |
| June 2026 Newsletter 🌙🌵🕶️ Active Inference Institute | Newsletter | 2026-06-30 | Active Inference Institute | |
| May 2026 Newsletter 📡 🐟 🐌 Active Inference Institute | Newsletter | 2026-05-29 | Active Inference Institute | |
| April 2026 Newsletter 🌿 🧅 🛠️ Active Inference Institute | Newsletter | 2026-04-30 | Active Inference Institute | |
| March 2026 Newsletter 🐐 📰 🏵️ Active Inference Institute | Newsletter | 2026-03-27 | Active Inference Institute | |
| Active Inference Institute — Weekly Update #10 | Announcement | 2026-03-04 | Active Inference Institute | AII-WA-2026-W10 |
| February 2026 Newsletter 🕸️💓🚋 Active Inference Institute | Newsletter | 2026-02-27 | Active Inference Institute | |
| January 2026 Newsletter 🥧 🌤️ 🖌️ Active Inference Institute | Newsletter | 2026-01-30 | Active Inference Institute | |
| Active Inference Institute — 2025 Annual Review | Report | 2026-01-15 | Active Inference Institute | AII-AR-2025 |
| Active Inference Institute — 2026 Annual Preview & Strategic Plan | Report | 2026-01-01 | Active Inference Institute | AII-AP-2026 |
| December 2025 Newsletter 🗝️🎲🐧 Active Inference Institute | Newsletter | 2025-12-26 | Active Inference Institute | |
| November 2025 Newsletter 🌙🍄🌲 Active Inference Institute | Newsletter | 2025-11-30 | Active Inference Institute | |
| October 2025 Newsletter 🍃🚌🍎 Active Inference Institute | Newsletter | 2025-10-31 | Active Inference Institute | |
| September 2025 Newsletter 🦔🛠️🐚 Active Inference Institute | Newsletter | 2025-09-25 | Active Inference Institute | |
| August 2025 Newsletter ♣️🔗🐞 Active Inference Institute | Newsletter | 2025-08-31 | Active Inference Institute | |
| July 2025 Newsletter 🌊🐋🎢 Active Inference Institute | Newsletter | 2025-07-31 | Active Inference Institute | |
| June 2025 Newsletter 🎁🏄🐛 Active Inference Institute | Newsletter | 2025-06-27 | Active Inference Institute | |
| May 2025 Newsletter 🌛🌷📜 Active Inference Institute | Newsletter | 2025-05-30 | Active Inference Institute | |
| April 2025 Newsletter 🐧📒🐢 Active Inference Institute | Newsletter | 2025-04-30 | Active Inference Institute | |
| March 2025 Newsletter ❇️🐞🌗 Active Inference Institute | Newsletter | 2025-03-31 | Active Inference Institute | |
| February 2025 Newsletter ⌚️🌷👂 Active Inference Institute | Newsletter | 2025-02-28 | Active Inference Institute | |
| January 2025 Newsletter 💫🎱🌳 Active Inference Institute | Newsletter | 2025-01-31 | Active Inference Institute | |
| December 2024 Newsletter 🎹🎡💾 Active Inference Institute | Newsletter | 2024-12-27 | Active Inference Institute | |
| November 2024 Newsletter 🔰🔌🏐 Active Inference Institute | Newsletter | 2024-12-01 | Active Inference Institute | |
| October 2024 Newsletter 🔭🌲🍲 Active Inference Institute | Newsletter | 2024-10-31 | Active Inference Institute | |
| September 2024 Newsletter 🎑🏔🎃 Active Inference Institute | Newsletter | 2024-10-01 | Active Inference Institute | |
| August 2024 Newsletter 🦋♻️🐧 Active Inference Institute | Newsletter | 2024-08-30 | Active Inference Institute | |
| July 2024 Newsletter 🎮👽🌀 Active Inference Institute | Newsletter | 2024-08-01 | Active Inference Institute | |
| June 2024 Newsletter 📖✍🌐 Active Inference Institute | Newsletter | 2024-06-28 | Active Inference Institute | |
| May 2024 Newsletter 📤⛎🎹 Active Inference Institute | Newsletter | 2024-05-31 | Active Inference Institute | |
| April 2024 Newsletter ➰❓🐞 Active Inference Institute | Newsletter | 2024-04-30 | Active Inference Institute | |
| March 2024 Newsletter 🌹🎪🎺 Active Inference Institute | Newsletter | 2024-03-29 | Active Inference Institute | |
| February 2024 Newsletter 🌼🐞🕯️ Active Inference Institute | Newsletter | 2024-02-29 | Active Inference Institute | |
| January 2024 Newsletter 🪁🛠️🌐 Active Inference Institute | Newsletter | 2024-01-31 | Active Inference Institute | |
| December 2023 Newsletter 🥂🕛🧑🎤 Active Inference Institute | Newsletter | 2023-12-31 | Active Inference Institute | |
| November 2023 Newsletter ☃️👽🖽 Active Inference Institute | Newsletter | 2023-11-30 | Active Inference Institute | |
| October 2023 Newsletter 🚀🎨🌟 Active Inference Institute | Newsletter | 2023-10-31 | Active Inference Institute | |
| September 2023 Newsletter 🎃🐧🥼Active Inference Institute | Newsletter | 2023-09-29 | Active Inference Institute | |
| August 2023 Newsletter 🧟🌪️🥑Active Inference Institute | Newsletter | 2023-08-31 | Active Inference Institute | |
| July 2023 Newsletter 🧠➿🦾 Active Inference Institute | Newsletter | 2023-07-31 | Active Inference Institute | |
| June 2023 Newsletter ✂️🎨🧭 Active Inference Institute | Newsletter | 2023-06-29 | Active Inference Institute | |
| May 2023 Newsletter 🌊📢🦌 Active Inference Institute | Newsletter | 2023-05-31 | Active Inference Institute | |
| April 2023 Newsletter ☂️🧷🎵 Active Inference Institute | Newsletter | 2023-04-28 | Active Inference Institute | |
| March 2023 Newsletter 🎢 🫠💮 Active Inference Institute | Newsletter | 2023-03-31 | Active Inference Institute | |
| February 2023 Newsletter 🐃🎨🧭 Active Inference Institute | Newsletter | 2023-02-28 | Active Inference Institute | |
| January 2023 Newsletter 🚗💭🌠 Active Inference Institute | Newsletter | 2023-01-31 | Active Inference Institute | |
| December 2022 Newsletter 🐜🐝🏠 Active Inference Institute | Newsletter | 2022-12-30 | Active Inference Institute | |
| November 2022 Newsletter 🎉🎱🏗️ Active Inference Institute | Newsletter | 2022-11-30 | Active Inference Institute | |
| Active Inference Institute ~ October 2022 Newsletter | Newsletter | 2022-10-31 | Active Inference Institute | |
| ActInfLab ~ June 2022 Newsletter with Special Announcement ~ 🅰️👀 | Newsletter | 2022-07-04 | Active Inference Institute |
ポリシー
1 ガイドライン ポリシー 行
カテゴリ、現在のステータス、バージョン、説明を含む公共ガバナンス政策登録。
1 policies shown
| Policy | Category | Status | Version | Description | Tags |
|---|---|---|---|---|---|
| Bylaws of Active Inference Institute, Inc. | Governance Ethics | Accepted | 1.0 | Corporate bylaws adopted December 12, 2025, defining the governance structure of the Active Inference Institute — Member | foundational, legal, accepted |
プログラム
9 公開プログラム行
インストラクタープログラムレジストリから派生した構造化された参加とサポートパスウェイ
9 programs shown
| Program | Category | Status | Summary | Topics |
|---|---|---|---|---|
| Grants | Funding | Active | Sustainable funding program seeking grants to support research and ecosystem development. | ecosystem-sustainability, funding, grants, open-science, research-development, team-building |
| Philanthropy | Funding | Active | Tax-exempt donation program supporting the Active Inference Institute's mission and ecosystem work. | 501c3, donations, funding, nonprofit, tax-exempt |
| Open Source | Open Source | Active | Institute'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 Support | Other | Active | Resources and participation opportunities for individuals and organizations through educational, infrastructural, and administrative service | community, education, funding, infrastructure, partnerships, professionalization |
| Fellows | Participation | Active | Unpaid fellowship program supporting exceptional researchers conducting self-directed Active Inference research with Institute support and c | active-inference, community, fellowship, mentorship, open-science, research |
| Internship | Participation | Active | Customized internship program combining active inference education, research participation, and mentorship with flexible duration. | active-inference, education, learning-groups, mentorship, research |
| Volunteer | Participation | Active | Community-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 |
| Mentorship | Partnership | Active | One-on-one mentoring connecting interns with subject matter experts for co-learning. | co-learning, expertise-matching, interns, learning, mentorship, one-on-one |
| Partnership | Partnership | Active | Organizational partnership program fostering mutually beneficial collaborations with mission-aligned organizations to advance Active Inferen | active-inference, collaboration, education, open-source, organizational-partnerships, research-ecosystem |
文献
17 公開引用行
Active Inference研究分野のページを基盤とする公開用のビジュアルレコードを使用します。
17 citations shown
| Work | Authors | Year | Venue | DOI |
|---|---|---|---|---|
| Active Digital Twins via Active Inference | Matteo Torzoni, Domenico Maisto, Andrea Manzoni, Francesco Donnarumma, Giovanni Pezzulo, Alberto Corigliano | 2026 | Engineering Applications of Artificial Intelligence | 10.1016/j.engappai.2026.114519 |
| Active Inference AI and the Spatial Web for Medicine: A New Paradigm for Medical Research, Treatment, and Education | Dan Mapes | 2025 | The Cancer Journal | 10.1097/PPO.0000000000000798 |
| An active inference strategy for prompting reliable responses from large language models in medical practice | Aida Brankovic, David Cook, Jessica Rahman, Alana Delaforce, Jane Li, Farah Magrabi, Federico Cabitza, Enrico Coiera, DanaKai Bradford | 2025 | npj Digital Medicine | 10.1038/s41746-025-01516-2 |
| Active Inference in Psychology and Psychiatry: Progress to Date? | Paul B. Badcock, Christopher G. Davey | 2024 | Entropy | 10.3390/e26100833 |
| On Bayesian Mechanics: A Physics of and by Beliefs | Maxwell J. D. Ramstead, Karl J. Friston, Axel Constant, Lancelot Da Costa, Casper Hesp, Beren Millidge, Alexander Tschantz | 2023 | arXiv | Open source |
| Active inference, morphogenesis, and computational psychiatry | Léo Pio-Lopez, Franz Kuchling, Angela Tung, Giovanni Pezzulo, Michael Levin | 2022 | Frontiers in Computational Neuroscience | 10.3389/fncom.2022.988977 |
| Active Inference: The Free Energy Principle in Mind, Brain, and Behavior | Thomas Parr, Giovanni Pezzulo, Karl J. Friston | 2022 | MIT Press | Open source |
| From Broken Models to Treatment Selection: Active Inference as a Tool to Guide Clinical Research and Practice | Lukas Kirchner, Anna-Lena Eckert, Max Berg | 2022 | Clinical Psychology in Europe | 10.32872/cpe.9697 |
| Active Inferants: An Active Inference Framework for Ant Colony Behavior | Daniel Ari Friedman, Alec Tschantz, Maxwell J. D. Ramstead, Karl J. Friston, Axel Constant | 2021 | Frontiers in Behavioral Neuroscience | 10.3389/fnbeh.2021.647732 |
| Active Inference in Robotics and Artificial Agents: Survey and Challenges | Pablo Lanillos, Cristian Meo, Corrado Pezzato, et al. | 2021 | arXiv | 10.48550/arXiv.2112.01871 |
| Computational Models of Interoception and Body Regulation | Frederike H. Petzschner, Sarah N. Garfinkel, Martin P. Paulus, Christof Koch, Sahib S. Khalsa | 2021 | Trends in Neurosciences | 10.1016/j.tins.2020.09.012 |
| Active inference on discrete state-spaces: A synthesis | Lancelot Da Costa, Thomas Parr, Noor Sajid, Sebastijan Veselic, Victorita Neacsu, Karl J. Friston | 2020 | Journal of Mathematical Psychology | 10.1016/j.jmp.2020.102447 |
| An Active Inference Approach to Interoceptive Psychopathology | Martin P. Paulus, Justin S. Feinstein, Sahib S. Khalsa | 2019 | Annual Review of Clinical Psychology | 10.1146/annurev-clinpsy-050718-095617 |
| Active Inference, homeostatic regulation and adaptive behavioural control | Giovanni Pezzulo, Francesco Rigoli, Karl J. Friston | 2017 | Progress in Neurobiology | 10.1016/j.pneurobio.2017.08.001 |
| The free energy principle for action and perception: A mathematical review | Christopher L. Buckley, Chang Sub Kim, Simon McGregor, Anil K. Seth | 2017 | Journal of Mathematical Psychology | 10.1016/j.jmp.2017.09.004 |
| Active inference and robot control: a case study | Léo Pio-Lopez, Ange Nizard, Karl J. Friston, Giovanni Pezzulo | 2016 | Journal of the Royal Society Interface | 10.1098/rsif.2016.0616 |
| The free-energy principle: a unified brain theory? | Karl J. Friston | 2010 | Nature Reviews Neuroscience | 10.1038/nrn2787 |
分野
分野横断のアクティブインファレンス
アクティブインファレンスが科学・実践の各分野でどのように応用されているかを探索できる概要 — それぞれに方向づけ、重要なアイデア、関連プロジェクトやリソースへの入口が含まれます。