ariefansclub/humanoid-task-complexity-estimator-v1

Humanoid Task Complexity Estimator

Overview

Humanoid Task Complexity Estimator is a lightweight classification model designed to estimate the complexity level of human-given tasks before execution.

The model helps humanoid systems determine whether a task is simple, moderate, or complex and decide if additional planning or clarification is required.

Purpose

Many real-world instructions vary in difficulty. By estimating task complexity early, humanoid systems can allocate resources more effectively and reduce execution errors.

Capabilities

• Task complexity classification (low / medium / high)
• Planning trigger recommendation
• Safety escalation signal

Intended Applications

• Pre-planning layer in humanoid robots
• Resource allocation systems
• Task scheduling optimization
• Domestic and assistive robotics

Output Labels

• low_complexity
• medium_complexity
• high_complexity

License

MIT