geo-infer-act
CommunityIntelligent geospatial agents via Active Inference.
Software Engineering#decision making#intelligent agents#robotics#active inference#geospatial ai#h3 indexing#free energy principle
AuthorActiveInferenceInstitute
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill automates the creation and management of intelligent geospatial agents that can perceive, reason, and act within complex environments by minimizing free energy.
Core Features & Use Cases
- Active Inference Modeling: Implement perception-action loops, belief updating, and policy selection based on the Free Energy Principle.
- Geospatial Reasoning: Utilize H3 spatial indexing for agents operating on hexagonal grids, enabling spatial awareness and navigation.
- Use Case: Deploy an autonomous drone agent to survey an area, minimizing uncertainty about environmental conditions (e.g., temperature, pollution) by actively choosing sensing locations and actions.
Quick Start
Use the geo-infer-act skill to create a spatial active inference agent and run a simulation for 20 steps.
Dependency Matrix
Required Modules
numpyscipypandasmatplotlibtorchpyro-pplnetworkxpyyamlscikit-learninferactively-pymdph3shapelyarvizbayeux-mljaxplotlypymcrequestsseaborn
Components
scriptsreferencesassets
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: geo-infer-act Download link: https://github.com/ActiveInferenceInstitute/GEO-INFER/archive/main.zip#geo-infer-act Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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