Incremental Learning (Ai)
A machine learning methodology where an AI model is trained progressively to acquire new knowledge or skills while retaining previously learned information.
Areas of application
- Robotics
- Natural Language Processing
- Recommendation Systems
- Computer Vision
- Autonomous Vehicles
Example
An autonomous vehicle learning to navigate through a new city by incrementally updating its map and route planning based on new sensor data.