概述
积极推断蚁开发了使用积极推断的多代理模型，以模拟和理解集体行为。该项目受社会昆虫生物学启发，特别是蚂蚁群觅食和组织，并应用生成模型来理解本地代理行为如何产生集体智能，而无需中央协调。
此页面由机器翻译成中文。 查看英文原版。
对多代理系统、集体行为和主动推断感兴趣的研究人员、建模者和工程师。
活跃的推断者
使用「主动推断」进行多代理集体行为建模，并将其与蚂蚁群研究相联系。
在本页
活跃的推断者 指南
主动推断蚁是应用主动推断到集体行为的一个多代理建模项目，受蚂蚁群动力学启发。它产生了一个GitHub仓库、2021年论文以及来自主动块推断项目的代码，在不同的建模背景下有多个实现。
过去工作和论文
该项目有一篇2021年的论文、一个GitHub仓库包含多个代码实现，并部分通过“Active Blockference”项目开发。这项工作涵盖了个体代理模型、集体觅食场景以及理论扩展。
参与
欢迎具有计算生物学、多代理系统、主动推断或行为生态学背景的贡献者。技术贡献（代码、模型）和概念性工作（理论、文档）均受到重视。
关键表面
一瞥活跃的推断者
相关资源
此页的公共链接
外部链接从共享注册表解析，这样面向访问者的目的地保持集中和可检查。
Discord invite
Audience: Newcomer
Primary public community channel for conversation, coordination, and newcomer orientation.
communitydiscord
Ecosystem shortlink
Audience: Researcher
Public ecosystem shortlink for Institute context, projects, activities, and conceptual maps.
researchecosystem
GitHub organization
Audience: Developer
Public GitHub organization for Institute repositories and open-source work.
projectsgithub-org
Active InferAnts repository
Audience: Developer
Project repository for multiagent Active Inference modeling work.
projectsactive-inferants
Generalized Notation Notation repository
Audience: Developer
Generalized Notation Notation project repository for model communication.
projectsgnn
GEO-INFER repository
Audience: Developer
Geospatial modeling repository connected to ecological and bioregional applications.
projectsgeo-infer
Active Inference Journal repository
Audience: Researcher
Research and publication-oriented repository for the Active Inference Journal.
researchjournal
Project Preparation shortlink
Audience: Contributor
Public Project Preparation shortlink for making proposed work legible and actionable.
projectpreparation
Project Measurement shortlink
Audience: Contributor
Public project measurement shortlink for reporting progress and outputs.
projectmeasurement
Active Inference Ontology shortlink
Audience: Researcher
Public Active Inference Ontology shortlink for shared conceptual infrastructure.
ontologyresearchknowledge
FEP and Active Inference papers repository
Audience: Researcher
External paper repository surfaced from the official research page.
papersresearchfep
Ramstead Active Inference precis
Audience: Researcher
Reachable arXiv reference surfaced from the official research page.
arxivresearchactive-inference
官方页面
官方机构表面
Research overview
Audience: Researcher
Official research entry point, currently resolving to the research overview.
officialresearch
Research overview page
Audience: Researcher
Official research overview page.
officialresearchoverview
RxInfer
Audience: Developer
Official RxInfer learning page.
officialrxinferimplementation
Knowledge Engineering
Audience: Developer
Official Knowledge Engineering page.
officialknowledge-engineeringprojects
Active Blockference
Audience: Developer
Official Active Blockference page.
officialactive-blockferenceprojects
Theoretical Neurobiology
Audience: Researcher
Official theoretical neurobiology page.
officialtheoretical-neurobiologyresearch
Projects shortlink
Audience: Contributor
Public projects shortlink for project directories and activity-linked work.
projects
Project Measurement shortlink
Audience: Contributor
Public project measurement shortlink for reporting progress and outputs.
projectsmeasurementreporting
仓库
相关开源仓库
act_inf_metaanalysis
Audience: Researcher
Computational meta-analysis of Active Inference literature with nanopublication and knowledge-graph outputs.
researchknowledgetex
Active_Inference_Ontology
Audience: Researcher
Ontology-oriented repository for shared Active Inference concepts and decentralized science knowledge infrastructure.
researchknowledgeunclassified
ActiveBlockference
Audience: Developer
Notebook-based applied Active Inference work connected to blockchain-adjacent and generative modeling examples.
projectrepositoryjupyter-notebook
ActiveInferAnts
Audience: Developer
Python models and materials for ant-inspired multiagent Active Inference.
projectrepositorypython
ActiveInferenceCategoryTheory
Audience: Researcher
Active Inference & Category Theory
researchknowledgeunclassified
ActiveInferenceJournal
Audience: Researcher
Public content repository for the Active Inference Journal and related publication infrastructure.
researchknowledgehtml
AEOS
Audience: Researcher
Active Entity Ontology for Science
researchknowledgeunclassified
ants
Audience: Developer
Public ants repository in the ActiveInferenceInstitute GitHub namespace.
projectrepositoryunclassified