Advanced Concepts

Continual Learning

Learning new tasks sequentially without forgetting previously learned tasks, addressing catastrophic forgetting.

  • Lifelong Learning: Explore how Lifelong Learning relates to Continual Learning
  • Catastrophic Forgetting: Explore how Catastrophic Forgetting relates to Continual Learning
  • Transfer Learning: Explore how Transfer Learning relates to Continual Learning

Why It Matters

Understanding Continual Learning is crucial for anyone working with advanced concepts. This concept helps build a foundation for more advanced topics in AI and machine learning.

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This term is part of the comprehensive AI/ML glossary. Explore related terms to deepen your understanding of this interconnected field.

Tags

advanced-concepts lifelong-learning catastrophic-forgetting transfer-learning

Related Terms

Catastrophic Forgetting

The tendency of neural networks to completely forget previously learned information when learning new tasks.

Transfer Learning

Leveraging knowledge learned from one task/domain to improve performance on a related task with less data.

Added: November 18, 2025

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