Construct · 1 fields · 1 citations

compounding error in imitation learning: a standalone construct

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

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

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

Reinforcement learning

small mistakes by a cloned policy lead it into states the expert never visited, where errors grow roughly with the square of the horizon.

In reinforcement learning, compounding error in imitation learning refers to small mistakes by a cloned policy lead it into states the expert never visited, where errors grow roughly with the square of the horizon. This meaning comes from Ross (2010) in arXiv.[1]

Unit
Recovery means
Measured by

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

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

Open in Collider Export BibTeX Report this entry

Nearby constructs

error4 fields · 8 citationsjingle · one word, four constructs horizon5 fields · 5 citationsjingle · one word, five constructs imitation learning1 fields · 1 citationsanchor · a standalone construct

References

Ross, S., Gordon, G. J., & Bagnell, J. A. (2010). A Reduction of Imitation Learning and Structured Prediction to No-Regret Online Learning. arXiv. https://doi.org/10.48550/arxiv.1011.0686

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