[RLlib] Bandit documentation enhancements. #22427
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sven1977
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gjoliver
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Feb 17, 2022
| Contextual Bandits | ||
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| The Multi-armed bandit (MAB) problem provides a simplified RL setting that | ||
| involves learning to act under one situation only, i.e. the state is fixed. | ||
| Contextual bandit is extension of the MAB problem, where at each | ||
| involves learning to act under one situation only, i.e. the observation/state is fixed. |
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from this paper (http://rob.schapire.net/papers/www10.pdf) MAB is a special case of contextual bandit where the context (user) and the arms are both fixed.
maybe we can say "i.e., the context and arms are both fixed."
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Perfect, thanks for the hint and the review @gjoliver ! Will add this before merging.
sven1977
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Feb 17, 2022
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Bandit documentation enhancements.
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