All topics / meta-learning
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Meta-learning
A process where machines recursively improve their own learning algorithms.
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terms defined
The neighbourhood: meta-learning and the ideas it travels with. Drag to roam, click a star for the episode, click a neighbour to travel.
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The lexicon
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What the corpus says
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LSTMs are integral to billions of devices for tasks like speech recognition and translation.
Jürgen Schmidhuber · Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs
Meta-learning involves machines improving their own learning algorithms recursively, a concept Schmidhuber explored in 1987.
Jürgen Schmidhuber · Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs
The universe's randomness at the quantum level lacks physical evidence, challenging the notion of fundamental randomness.
Jürgen Schmidhuber · Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs
Reinforcement learning is crucial for AI applications like self-driving cars, enabling learning from interactions without supervision.
Jürgen Schmidhuber · Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs
Countries with high robot density like Japan have low unemployment, suggesting automation leads to new job creation.
Jürgen Schmidhuber · Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs
Voices on meta-learning
4 standout quotes from across the corpus.
Go read
3 books and papers cited across these episodes.
For the specialist
What experts find new
3 expert-level takeaways for a specialist reader.
At the frontier
Still unresolved
2 open questions flagged across these conversations.
The thinkers
Who takes this idea on, by how often they return to it.