Intermediate · Research
Developmental robotics (DevRob)
Visual diagram · (in preparation) · Math · (in preparation) · Worked example · 3 difficulty levels.
TL;DR. A field studying how embodied machines can learn lifelong and open-ended skills through developmental mechanisms, inspired by human development.
Technical Definition
A field studying how embodied machines can learn lifelong and open-ended skills through developmental mechanisms, inspired by human development.
How it works
Developmental robotics, also known as epigenetic robotics, focuses on creating robots that can learn and develop over time, much like infants. The goal is to understand the principles of natural development and apply them to create robots capable of continuous learning and adaptation in complex environments. This involves studying how embodiment and interaction with the environment contribute to skill acquisition.
Related Concepts
- Transfer Learning — Leveraging knowledge from a model trained on one task to improve performance on a different but related task.
- Robotics — The interdisciplinary field focused on designing, building, and operating robots.
- Embodied AI — AI systems that exist within a physical body, allowing them to interact with and learn from the real world through physical experience.