tf_agents.utils.common.entropy
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Computes total entropy of distribution.
tf_agents.utils.common.entropy(
distributions, action_spec, outer_rank=None
)
Args |
distributions
|
A possibly batched tuple of distributions.
|
action_spec
|
A nested tuple representing the action spec.
|
outer_rank
|
Optional outer rank of the distributions. If not provided use
distribution.mode() to compute it.
|
Returns |
A Tensor representing the entropy of each distribution in the batch.
Assumes actions are independent, so that marginal entropies of each action
may be summed.
|
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Last updated 2024-04-26 UTC.
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