UHCI Net-Intel: Universal Heterogeneous Connectivity Intelligence

Derived from PreceptualAI UHCI. SAC-LTC (Soft Actor-Critic with Liquid Time-Constant cells) for intelligent network management.

Hardware Requirements

REQUIRED:
  Wi-Fi adapter (built-in or USB) — for reading signal data
  Internet connection (Wi-Fi or hotspot) — for speed/latency tests
  Terminal: Bash (macOS/Linux) or PowerShell (Windows)
  Python 3.8+ with PyTorch and NumPy — for SAC-LTC inference

OPTIONAL:
  Admin/sudo access — for DNS optimization, DHCP renewal, adapter restart