Submission information
Submission Number: 374
Submission ID: 5556
Submission UUID: 173b1b01-bafc-4100-80f5-d8864d44215d
Submission URI: /form/resource
Created: Wed, 08/13/2025 - 14:55
Completed: Wed, 08/13/2025 - 14:55
Changed: Mon, 01/19/2026 - 12:11
Remote IP address: 174.138.75.155
Submitted by: burak konduk
Language: English
Is draft: No
Webform: Knowledge Base Resources
Approved: Yes
Title: ActiveInference.jl: A Julia Package for Computational Modeling
Category: Code
Skill Level:
Beginner (304)
Description:
ActiveInference.jl is a Julia package for building and simulating intelligent
agents based on the principles of active inference. This framework, inspired
by neuroscience, models how living beings (and potentially, artificial ones)
perceive, learn, and make decisions. The package provides the tools to create
these models as partially observable Markov decision processes (POMDPs),
allowing researchers and developers to simulate agent behavior and fit models
to real-world data.
The primary audience for ActiveInference.jl includes researchers in
computational psychiatry and developers working on cutting-edge artificial
intelligence. Its applications span a wide range of AI domains. In essence,
ActiveInference.jl provides the building blocks for creating AI that is not
just programmed, but that actively seeks to understand and engage with its
world in a way that is both intelligent and adaptable.
Link to Resource:
- ComputationalPsychiatry / ActiveInference.jl (https://github.com/ComputationalPsychiatry/ActiveInference.jl)
Tags:
ai (271), machine-learning (272), artificial-intelligence (884), cognitive-science (878), computer-science (875), julia (72)
Domain:
ACCESS CSSN (780)
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