Construct · 1 fields · 1 citations

inverse reinforcement learning: a standalone construct

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

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Reinforcement learning (machine learning)

recovering the reward function an expert appears to optimize from demonstrations, then learning a policy that performs about as well under it.

In reinforcement learning (machine learning), inverse reinforcement learning refers to recovering the reward function an expert appears to optimize from demonstrations, then learning a policy that performs about as well under it. This meaning comes from Abbeel (2004) in Twenty-first international conference on Machine learning - ICML '04.[1]

Unit
Recovery means
Measured by

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cooperative inverse reinforcement learning1 fields · 1 citationsanchor · a standalone construct function5 fields · 6 citationsjingle · one word, five constructs learning6 fields · 14 citationsjingle · one name, six constructs

References

Abbeel, P., & Ng, A. Y. (2004). Apprenticeship learning via inverse reinforcement learning. Twenty-first international conference on Machine learning - ICML '04. https://doi.org/10.1145/1015330.1015430

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