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[Feature] Add deterministic_sample to masked categorical #2708

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[Feature] Add deterministic_sample to masked categorical #2708

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vmoens Jan 21, 2025
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vmoens Jan 21, 2025
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vmoens Jan 21, 2025
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[ghstack-poisoned]
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@vmoens
vmoens committed Jan 21, 2025
commit 6ef147e99b13a6e5e071b1309f9063f28445c771
4 changes: 4 additions & 0 deletions torchrl/modules/distributions/discrete.py
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Original file line number Diff line number Diff line change
Expand Up @@ -319,6 +319,10 @@ def _mask_logits(
logits.masked_fill_(padding_mask, neg_inf)
return logits

@property
def deterministic_sample(self):
return self.mode


class MaskedOneHotCategorical(MaskedCategorical):
"""MaskedCategorical distribution.
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