Construct · 1 fields · 1 citations

hindsight experience replay: a standalone construct

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

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Reinforcement learning (machine learning)

replaying failed episodes as if the goal had been whatever state was actually reached, letting agents learn from sparse binary rewards.

In reinforcement learning (machine learning), hindsight experience replay refers to replaying failed episodes as if the goal had been whatever state was actually reached, letting agents learn from sparse binary rewards. This meaning comes from Andrychowicz (2017) in arXiv.[1]

Unit
Recovery means
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Nearby constructs

experience4 fields · 6 citationsjingle · one word, four constructs experience replay1 fields · 1 citationsanchor · a standalone construct learning6 fields · 14 citationsjingle · one name, six constructs

References

Andrychowicz, M., Wolski, F., Ray, A., Schneider, J., Fong, R., Welinder, P., McGrew, B., Tobin, J., Abbeel, P., & Zaremba, W. (2017). Hindsight Experience Replay. arXiv. https://doi.org/10.48550/arxiv.1707.01495

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