tf_agents.utils.common.entropy

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.

Args