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Apprendisti e ricercatori in cerca di punti di ingresso strutturati.
Gruppi di testo, video, podcast, corsi, risorse di ricerca, implementazioni e fondamenti tecnici.
In questa pagina
Le risorse didattiche indirizzano i nuovi arrivati e i partecipanti esperti verso riferimenti vivi, livestreaming, Insight su Active Inference, gruppi di testi, letture, implementazioni di codice e corsi specifici per il dominio.
Inizia con il riferimento all'ecosistema, il repository Start, le trasmissioni in diretta pubbliche, i podcast e i gruppi di studio. Il sito web offre una mappa pubblica stabile, mentre Discord e gli eventi ricorrenti consentono la partecipazione sincrona.
I percorsi di apprendimento includono il libro di testo del 2022 di Thomas Parr, Giovanni Pezzulo e Karl J. Friston, la sintesi del 2023 di Maxwell Ramstead, il "Spinning Up in Active Inference" di Jared Tumiel, il repository di articoli di Beren Millidge e il lavoro sull'ontologia e sui team di Active Inference.
Le superfici di apprendimento includono i Fondamenti dell'Inferenza Attiva, il Gruppo del Libro di Testo, il Corso di Scienze Sociali, il Corso di Fisica, il Gruppo di Apprendimento RxInfer.jl, la Scuola Stagionale e le conversazioni sulla neurobiologia teorica.
I percorsi di implementazione includono RxInfer.jl, PyMDP, SPM, robotica cognitiva simbolica e repository aperti. Questi supportano la modellazione e l'esperimentazione pratica.
Esploratore dell'albero tecnologico
Una mappa interattiva dei concetti, metodi e strumenti attraverso gli alberi tecnologici di Active Inference e Principio della Libera Energia. Seleziona un nodo per evidenziare i suoi vicini; filtra in base al tipo di relazione.
Superfici chiave
Un percorso collaborativo attraverso i fondamenti dell'Inferenza Attiva.
Aggiornamenti pubblici, seminari, streaming di modelli, streaming di ospiti e registrazioni educative.
Materiale per podcast conversazionale disponibile attraverso canali di media pubblici.
Riferimenti, repository, articoli, ontologie e link di implementazione.
Un percorso strutturato attraverso concetti, metodi e applicazioni.
RxInfer.jl, PyMDP, SPM e robotica cognitiva simbolica.
Idee e metodi
Una selezione compatta dai nodi dell'albero tecnologico di "Active Inference" e del "Principio della Libera Energia".
| 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 |
Risorse correlate
I collegamenti esterni vengono risolti dal registro condiviso, quindi le destinazioni visibili ai visitatori rimangono centralizzate e verificabili.
Audience: Newcomer
Current public landing page for the Institute, including mission, vision, open-science framing, and the Get Started pathway.
Audience: Newcomer
Recurring public update surface for activity orientation and current work.
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: Learner
Public START documentation site for tailored Active Inference learning and curriculum generation.
Audience: Newcomer
Public video channel for seminars, streams, educational sessions, and community recordings.
Audience: Newcomer
Direct handle for the public YouTube presence.
Audience: Newcomer
Public videos and podcasts shortlink for browsing recordings by format and topic.
Audience: Newcomer
Podcast destination for Active Inference conversations and interviews.
Audience: Developer
Public GitHub organization for Institute repositories and open-source work.
Audience: Developer
Generalized Notation Notation project repository for model communication.
Audience: Researcher
Research and publication-oriented repository for the Active Inference Journal.
Pagine ufficiali
Audience: Newcomer
Current public Institute landing page with mission, vision, nonprofit status, community metrics, and Get Started pathway.
Audience: Learner
Official education entry point, currently resolving to courses.
Audience: Learner
Official courses page for learning Active Inference.
Audience: Learner
Official Textbook Group page.
Audience: Learner
Official livestreams page.
Audience: Researcher
Official research entry point, currently resolving to the research overview.
Audience: Researcher
Official research overview page.
Audience: Developer
Official RxInfer learning page.
Repositori
Audience: Researcher
Computational meta-analysis of Active Inference literature with nanopublication and knowledge-graph outputs.
Audience: Learner
Active Inference and RxInfer.jl
Audience: Researcher
Ontology-oriented repository for shared Active Inference concepts and decentralized science knowledge infrastructure.
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: Researcher
Case-enabled Bayesian reasoning engine for unified modeling and cognitive representations.