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README.md

A11 — Applied Engineering Models

The applied directory contains domain‑specific engineering models built on top of the canonical A11 Core Standard.
These documents demonstrate how Algorithm 11 (A11) can be applied to real‑world autonomous systems, robotics, multi‑agent coordination, and off‑Earth construction.

Applied Models are not part of the canonical specification.
They serve as engineering demonstrations, scenario models, and integration blueprints for practical use.

Version: v1.0.0 (Stable)
Status: Applied Engineering Layer

Scope of the Applied Models

The documents in this directory provide:

  • domain‑specific reasoning frameworks based on A11
  • conflict‑resolution and decision‑making models
  • multi‑agent coordination patterns
  • off‑Earth autonomous construction logic
  • examples of how A11 integrates into real engineering stacks
  • scenario‑based demonstrations of the deterministic A11 cycle

These models help engineers understand how A11 behaves in practice.

Documents in This Folder

A11 for Autonomous Vehicles — Conflict Resolution Model

DOI: see main repository README
A structured decision‑making model for autonomous vehicles.
Includes conflict‑resolution logic, safety constraints, and deterministic reasoning flows for high‑risk driving scenarios.

A11 for Multi‑Agent Robotics — Coordination Framework

DOI: see main repository README
A coordination and communication framework for multi‑robot systems.
Demonstrates how A11 ensures stable cooperation, shared intent, and predictable behavior across agents.

A11 for Off‑Earth Construction — Autonomous Base Building

DOI: see main repository README
A reasoning and planning model for autonomous construction in off‑Earth environments.
Covers resource allocation, environmental constraints, and long‑horizon decision cycles.

Purpose of the Applied Folder

The applied directory is designed to:

  • show how A11 is used in real engineering domains
  • provide scenario‑based demonstrations of the deterministic cycle
  • help engineers adapt A11 to their own systems
  • illustrate integration patterns for robotics, autonomy, and multi‑agent systems
  • bridge the gap between the core specification and practical deployment

Applied Models are examples, not requirements.
They extend the Core Standard into real‑world contexts.

Related Resources

  • Core Standard: Canonical architecture and formal specifications (/core)
  • Core Practical: Reference implementation and trace examples (/core_practical)
  • A11‑Lite: Human‑facing and agent‑facing operational interface (/lite)
  • Zenodo Community: A11 — Universal Reasoning Architecture

Versioning

Applied Models follow the same versioning model as the Core Standard:

  • v1.x — stable engineering models
  • v2.x — expanded domain‑specific frameworks
  • Draft — experimental or in‑progress models