Restricted — architecture and results only. No control laws, protocol internals, key handling, or repositories.

Lab record 02

PRAHARI

A learned navigation policy for GPS-denied flight that can only act inside limits verified in advance.

Status
Concept
Discipline
Autonomy

What it is

A design for formally verified, automaton-shielded reinforcement-learning navigation without GPS. It is at the design stage, with no public artifacts yet. This project is restricted: this page covers architecture only.

Architecture

Schematic

  1. Sensing

    • PMW3901 optical flow
    • VL53L0X rangefinder
  2. Policy

    • PPO / SAC over a belief state
    • Trained in Isaac Lab
  3. Shield

    • LTL → Büchi shield synthesis
    • Mealy mission controller
  4. Vehicle

    • Saarthi flight controller
PRAHARI architecture

Status

Concept

End of record L-02

Next record L-01 SKYNET

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