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firefighting

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Deep reinforcement learning system for coordinating autonomous drones in wildfire suppression. Custom NumPy-based Deep Q-Network achieves superior performance in emergency response simulation scenarios.

  • Updated Jul 20, 2025
  • Python

Simulation demo: coordinating a small fleet of UAVs to suppress fires on upper floors of a 130-floor building (facade operations only). **Goal:** a clean, auditable baseline for planning, allocation, safety logic, and simple performance metrics. **Python 3.10+**

  • Updated Nov 18, 2025
  • Python

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