Meta Learning
Book by Indian educator Prasenjit Sarma on metacognitive strategies and accelerated learning techniques, published 2023
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Videos Mentioning Meta Learning
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11
Lex Fridman
The idea of a machine learning algorithm that can inspect and modify itself to create a better learning algorithm, leading to recursive self-improvement. Schmidhuber considers this the pinnacle of AI development.
Ilya Sutskever: OpenAI Meta-Learning and Self-Play | MIT Artificial General Intelligence (AGI)
Lex Fridman
The idea of training systems to 'learn to learn,' enabling them to acquire new skills and adapt more quickly to new tasks.
Oriol Vinyals: DeepMind AlphaStar, StarCraft, and Language | Lex Fridman Podcast #20
Lex Fridman
A field of AI focused on 'learning to learn,' enabling models to generalize to new tasks without restarting the learning process, seen as a key aspect of AGI.
Heroes of NLP: Chris Manning
DeepLearningAI
The idea of building systems that are good at learning how to learn new tasks, considered a closer path to artificial general intelligence.