# Quantum Autonomous Decision System (QADS)

A hybrid quantum-classical autonomous intelligence framework.

## Architecture

```
Sensors → Perception → World State → Quantum Core → Hybrid Planner → Control → Actions
```

## Components

- **Quantum Decision Core**: QAOA, VQC, uncertainty analysis
- **Hybrid Planner**: Entropy-based quantum activation
- **RL Layer**: PPO/SAC with quantum reward shaping
- **Simulation**: 2D grid + uncertain dynamics

## Installation

```bash
pip install -r requirements.txt
```