Construct · 1 fields · 1 citations

imitation learning: a standalone construct

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

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Reinforcement learning (machine learning)

an agent learns a policy by mimicking demonstrations of a task from an expert rather than from an explicit reward signal.

In reinforcement learning (machine learning), imitation learning refers to an agent learns a policy by mimicking demonstrations of a task from an expert rather than from an explicit reward signal. This meaning comes from Hussein (2017) in ACM Computing Surveys.[1]

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Nearby constructs

agent3 fields · 5 citationsjingle · one word, three constructs causal confusion in imitation learning1 fields · 1 citationsanchor · a standalone construct compounding error in imitation learning1 fields · 1 citationsanchor · a standalone construct

References

Hussein, A., Gaber, M. M., Elyan, E., & Jayne, C. (2017). Imitation Learning: A Survey of Learning Methods. ACM Computing Surveys, 50(2), 1-35. https://doi.org/10.1145/3054912

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