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Aprendices e investigadores en busca de puntos de entrada estructurados.
grupos de libros de texto, vídeos, podcasts, cursos, recursos de investigación, implementaciones y fundamentos técnicos.
En esta página
Los recursos educativos dirigen a nuevos y participantes experimentados hacia referencias en vivo, transmisiones en directo, Act. Infer. Serve., grupos de libros de texto, lecturas, implementaciones de código y cursos específicos del dominio.
Comience con la referencia del ecosistema, el repositorio de inicio, transmisiones en vivo públicas, podcasts y grupos de aprendizaje. El sitio web ofrece un mapa público estable, mientras que Discord y eventos recurrentes permiten la participación síncrona.
Las vías de aprendizaje incluyen el libro de texto de 2022 de Thomas Parr, Giovanni Pezzulo y Karl J. Friston; el resumen de 2023 de Maxwell Ramstead; el trabajo de Jared Tumiel en «Spinning Up in Active Inference»; el repositorio de papeles de Beren Millidge; y el trabajo sobre la ontología y equipos de Active Inference.
Las superficies de aprendizaje incluyen Fundamentos de Inferencia Activa, Grupo de Texto, Curso de Ciencias Sociales, Curso de Física, Grupo de Aprendizaje RxInfer.jl, Escuela Estacional y conversaciones de neurobiología teórica.
Las vías de implementación incluyen RxInfer.jl, PyMDP, SPM, robótica cognitiva simbólica y repositorios abiertos. Estos apoyan el modelado y la experimentación prácticos.
Explorador de árbol tecnológico
Un mapa interactivo de conceptos, métodos y herramientas a través de los árboles tecnológicos de Inferencia Activa y Principio de Energía Libre. Selecciona un nodo para resaltar sus vecinos; filtra por tipo de relación.
Superficies clave
Un camino colaborativo a través de los fundamentos de la Inferencia Activa.
Actualizaciones públicas, seminarios, transmisiones de modelos, transmisiones invitadas y grabaciones educativas.
Material para podcasts conversacionales disponible a través de canales de medios públicos.
Referencias, repositorios, artículos, ontologías y enlaces de implementación.
Un camino estructurado a través de conceptos, métodos y aplicaciones.
RxInfer.jl, PyMDP, SPM y robótica cognitiva simbólica.
Ideas y métodos
Una selección concisa de los nodos del árbol tecnológico de la Inferencia Activa y el Principio de Energía Libre.
| 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 |
Recursos relacionados
Los enlaces externos se resuelven desde el registro compartido, por lo que los destinos orientados al visitante permanecen centralizados y verificables.
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.
Páginas oficiales
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.
Repositorios
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.