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🧠 Continual Learning: 2D Forgetting, EWC, Replay

2D toy network of 144 weights learning a sequence of tasks, showing catastrophic forgetting and its mitigation by elastic weight consolidation and replay.

AI & Machine Learning2DModerate60 FPS📱 Mobile-adapted⇄ 3D version
2d-continual-learning-lab-catastrophic-forgetting-ewc-replay ↗ Open standalone
⚙ Under the hood

Toy 144-weight network learning task sequences with EWC and replay against forgetting.

continual learningEWCcatastrophic forgetting

2D · HTML5 Canvas 2D · 60 FPS target · runs fully client-side, no install

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