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Add Gaussian Noise Option to SyntheticBanditDataset#188

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usaito wants to merge 2 commits into
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usaito:fix-synthetic-reward-noise
Open

Add Gaussian Noise Option to SyntheticBanditDataset#188
usaito wants to merge 2 commits into
st-tech:masterfrom
usaito:fix-synthetic-reward-noise

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@usaito usaito commented Dec 3, 2022

  • Enable to choose reward_noise_distribution="normal" and reward_noise_distribution="truncated_normal" when using obp.dataset.SyntheticBanditDataset with reward_type="continuous". Before this, the truncated normal noise was the only option, which is not flexible for OPE experiments.

  • fix a bug of obp.policy.QLearner when fitting_method="iw"

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