infer-actively/pymdp

Habit learning and precision

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#100 opened on Oct 11, 2022

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 (5 comments) (0 reactions) (1 assignee)Python (134 forks)auto 404
enhancementhelp wantedopen

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Description

Hello! I couldn't find implementation of habit learning (updating of prior over policies E) and precision(gamma) updating through betta prior. Am I missing it? And if not, is it planned for future releases? Thanks!

Contributor guide

Research direction
Check the pymdp documentation and codebase for the implementation of habit learning (updating prior over policies E) and precision (gamma) updating via beta prior. Look for any existing functions or modules that handle these aspects. If not found, consider whether it's planned for future releases by checking the project's roadmap or issues.
Tech stack
python
Domain
aimachine learning
Issue type
Research
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
1
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
Under 1 hour
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
PythonActive Inference basics
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
80