Construct · 1 fields · 1 citations

contextual bandit: a standalone construct

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

● anchor · a standalone construct Nearest construct by meaning·not indexed
contextualbandit1 CONSTRUCTContextual banditLI · RECOMMENDER SYSTEMS

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

Recommender systems

a sequential choice problem in which a learner sees context, picks an action and observes only that action's reward, balancing exploration and exploitation.

In recommender systems, contextual bandit refers to a sequential choice problem in which a learner sees context, picks an action and observes only that action's reward, balancing exploration and exploitation. This meaning comes from Li (2010) in Proceedings of the 19th international conference on World wide web.[1]

Unit
Recovery means
Measured by

Next

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

See how contextual bandit 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

action3 fields · 6 citationsjingle · one word, three constructsbandit4 fields · 6 citationsjingle · one word, four constructscontext4 fields · 7 citationsjingle · one word, four constructs

References

  1. Li, L., Chu, W., Langford, J., & Schapire, R. E. (2010). A contextual-bandit approach to personalized news article recommendation. Proceedings of the 19th international conference on World wide web. https://doi.org/10.1145/1772690.1772758

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