Construct · 1 fields · 1 citations

world models: a standalone construct

One name. One construct. A landmark on the map.

● anchor · a standalone construct Nearest construct by meaning·not indexed

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Reinforcement learning (machine learning)

an agent learns a compressed generative model of its environment and trains a compact controller on features from that model, even inside its own imagined rollouts.

In reinforcement learning (machine learning), world models refers to an agent learns a compressed generative model of its environment and trains a compact controller on features from that model, even inside its own imagined rollouts. This meaning comes from Ha (2018) in arXiv.[1]

Unit
Recovery means
Measured by

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Nearby constructs

agent3 fields · 5 citationsjingle · one word, three constructs Dyna architecture1 fields · 1 citationsanchor · a standalone construct environment1 fields · 2 citationsanchor · a standalone construct

References

Ha, D., & Schmidhuber, J. (2018). World Models. arXiv. https://doi.org/10.48550/arxiv.1803.10122

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