Construct · 1 fields · 1 citations

experience replay: a standalone construct

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

● anchor · a standalone construct Nearest construct by meaning·not indexed
experiencereplay1 CONSTRUCTExperience replayLIN · REINFORCEMENT LEARNING

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)

storing an agent's past experiences and replaying them for repeated learning updates, which reuses data and breaks correlations between samples.

In reinforcement learning (machine learning), experience replay refers to storing an agent's past experiences and replaying them for repeated learning updates, which reuses data and breaks correlations between samples. This meaning comes from Lin (1992) in Machine Learning.[1]

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Nearby constructs

agent3 fields · 5 citationsjingle · one word, three constructsasynchronous advantage actor-critic1 fields · 1 citationsanchor · a standalone constructexperience4 fields · 6 citationsjingle · one word, four constructs

References

  1. Lin, L. (1992). Self-improving reactive agents based on reinforcement learning, planning and teaching. Machine Learning, 8(3-4), 293-321. https://doi.org/10.1007/bf00992699

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