Artificial Intelligence (AI) is a broad field of computer science focused on creating machines capable of performing tasks that typically require human intelligence.
Subfields
- Machine Learning — algorithms that improve through experience
- Reinforcement Learning — learning through interaction and reward
- Computer Vision — interpreting visual information
- Neural Network — computational models inspired by biological neural networks
- NN-ADRC — Neural Network Active Disturbance Rejection Control for aerospace
- Natural Language Processing
- Expert Systems
- Robotics
Related Aerospace Concepts
- Extended Kalman Filter — State estimation in noisy environments
- Control Allocation — Mapping control commands to actuators
- Fault Detection and Isolation — Diagnosing system failures
- State Machine — Phase-based mission control
- Optuna Hyperparameter Tuning — Optimizing AI/ML parameters
Types of AI
- Narrow AI (Weak AI) — designed for a specific task
- General AI (Strong AI) — theoretical machine with general intelligence
- Artificial Superintelligence — hypothetical AI surpassing human intelligence