Construct · 1 fields · 1 citations

curiosity-driven exploration: 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 (machine learning)

an intrinsic reward equal to the agent's error in predicting the consequences of its own actions in a learned feature space, driving exploration.

In reinforcement learning (machine learning), curiosity-driven exploration refers to an intrinsic reward equal to the agent's error in predicting the consequences of its own actions in a learned feature space, driving exploration. This meaning comes from Pathak (2017) in arXiv.[1]

Unit
Recovery means
Measured by

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

See how curiosity-driven exploration 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

agent3 fields · 5 citationsjingle · one word, three constructs error4 fields · 8 citationsjingle · one word, four constructs feature2 fields · 4 citationsjingle · one word, two constructs

References

Pathak, D., Agrawal, P., Efros, A. A., & Darrell, T. (2017). Curiosity-driven Exploration by Self-supervised Prediction. arXiv. https://doi.org/10.48550/arxiv.1705.05363

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