Construct · 1 fields · 1 citations

temporal difference learning: a standalone construct

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

● anchor · a standalone construct Nearest construct by meaning·not indexed
temporaldifference learning1 CONSTRUCTTemporal differenceSUTTON · MACHINE LEARNING

A single standalone construct; nearby constructs are located against it in the Collider. Tap a field for its definition, unit, and measures.

Machine learning

learning to predict by updating estimates toward later estimates rather than waiting for final outcomes.

In machine learning, temporal difference learning refers to learning to predict by updating estimates toward later estimates rather than waiting for final outcomes. This meaning comes from Sutton (1988) in Machine Learning.[1]

Unit
Recovery means
Measured by

Next

Run it through the Collider, or take the citations with you.

See how temporal difference learning sits against neighbouring constructs in the Collider, or export every reference on this page in one click.

Open in ColliderExport BibTeXReport this entry

Nearby constructs

learning6 fields · 14 citationsjingle · one name, six constructsself-play1 fields · 1 citationsanchor · a standalone construct

References

  1. Sutton, R. S. (1988). Learning to predict by the methods of temporal differences. Machine Learning, 3(1), 9-44. https://doi.org/10.1007/bf00115009

Cited on this page?

Confirm your construct, or correct us.

If your work is cited behind one of these entries, you know better than we do whether we captured the meaning right. Confirm it, suggest an edit, or dispute it, and your name goes on the entry as an author who has checked it, linked to your ORCID.

Claim your construct