worldlens/marl-ops-risk

MARL Infiltration Risk Assessment Model

A Multi-Agent Reinforcement Learning (MARL) model for infiltration risk assessment in security scenarios.

Preview

• Multi-agent architecture: Defender and adversary agents
• Enhanced Data: Synthetic scenarios LLM-enhanced (should be real historical data for production use)
• Features: Terrain, weather, target types, infiltration methods, and countermeasures, etc

• Python: 3.8+
• Dependencies: PyTorch 2.0+, NumPy, Matplotlib
• Hardware: CPU compatible, GPU recommended

Citation

@software{marl_infiltration_risk_model,
  author = {Isildur},
  title = {MARL Infiltration Mission Risk Assessment Model},
  year = {2025},
  url = {https://huggingface.co/spatial-ai/marl-infiltration-risk}
}