HomeMachine Learning & Neural NetworksMeta-Learning: MAML vs Reptile

🧠 Meta-Learning: MAML vs Reptile

Watch MAML and Reptile meta-learning search for a shared parameter initialization that adapts to new tasks in just a few gradient steps — inner-loop and outer-loop optimization in 3D.

Machine Learning & Neural Networks3DAdvanced60 FPS
meta-learning-maml-vs-reptile ↗ Open standalone
⚙ Under the hood

Interactive 3D lab where MAML and Reptile meta-learning search for a shared parameter initialization that adapts to new tasks in just a few gradient steps.

Three.jsMeta-LearningMAMLReptileFew-Shot LearningInstancedMesh

3D · Three.js / WebGL renderer · 60 FPS target · runs fully client-side, no install

What did you find?

Add reproduction steps (optional)