Sovereign-Agent-Swarm

Adaptive Human-Agent Teaming (HAT) & Smart Company (SmC) Infrastructure This repository implements a Human-Model-Free adaptive agent architecture. Instead of relying on rigid, computationally expensive human behavioral models, the system leverages real-time trajectory analysis and the Cross-Entropy

This repository implements a Human-Model-Free adaptive agent architecture. Instead of relying on rigid, computationally expensive human behavioral models, the system leverages real-time trajectory analysis and the Cross-Entropy Method (CEM) to dynamically adapt agent policies. This guarantees resilient Human-Agent Teaming (HAT) even under noisy, volatile, or sub-optimal human behavior.