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Aprendizes e pesquisadores em busca de pontos de entrada estruturados.
Grupos de estudo, vídeos, podcasts, cursos, recursos de pesquisa, implementações e fundações técnicas.
Nesta página
Recursos de aprendizagem direcionam iniciantes e participantes experientes para referências ao vivo, transmissões ao vivo, Insights sobre Inferência Ativa, grupos de livros didáticos, leituras, implementações de código e cursos específicos de domínio.
Comece com a referência do ecossistema, o repositório Start, transmissões ao vivo públicas, podcasts e grupos de aprendizado. O site oferece um mapa público estável, enquanto o Discord e eventos recorrentes proporcionam participação síncrona.
As vias de aprendizagem incluem o livro didático de 2022 por Thomas Parr, Giovanni Pezzulo e Karl J. Friston; a precisão de Maxwell Ramstead em 2023; o "Spinning Up in Active Inference" de Jared Tumiel; o repositório de artigos de Beren Millidge; e o trabalho sobre ontologia e equipes de Inferência Ativa.
Superfícies de aprendizado incluem Fundamentos da Inferência Ativa, Grupo do Livro Didático, Curso de Ciências Sociais, Curso de Física, Grupo de Aprendizado RxInfer.jl, Escola Sazonal e conversas de neurobiologia teórica.
Os caminhos de implementação incluem RxInfer.jl, PyMDP, SPM, robótica cognitiva simbólica e repositórios abertos. Estes suportam modelagem e experimentação práticas.
Explorador de Árvore Tecnológica
Um mapa interativo de conceitos, métodos e ferramentas nas árvores tecnológicas do Princípio de Energia Livre e da Inferência Ativa. Selecione um nó para destacar seus vizinhos; filtre por tipo de relação.
Superfícies-chave
Um caminho colaborativo através dos fundamentos da Inferência Ativa.
Atualizações públicas, seminários, transmissões de modelos, transmissões de convidados e gravações educacionais.
Materiais de podcast conversacional disponíveis através de canais de mídia pública.
Referências, repositórios, artigos, ontologias e links de implementação.
Um caminho estruturado através de conceitos, métodos e aplicações.
RxInfer.jl, PyMDP, SPM e robótica cognitiva simbólica.
Ideias e métodos
Uma seleção concisa dos nós da árvore tecnológica de Inferência Ativa e Princípio de Energia Livre.
| 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
Os links externos são resolvidos a partir do registro compartilhado, mantendo assim os destinos visíveis ao visitante centralizados e verificáveis.
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 Oficiais
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.
Repositórios
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.