tf_agents.utils.common.log_probability
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Computes log probability of actions given distribution.
tf_agents.utils.common.log_probability(
distributions, actions, action_spec
)
Args |
|---|
distributions
|
A possibly batched tuple of distributions.
|
actions
|
A possibly batched action tuple.
|
action_spec
|
A nested tuple representing the action spec.
|
Returns |
|---|
|
A Tensor representing the log probability of each action in the batch.
|
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Last updated 2024-04-26 UTC.
[null,null,["Last updated 2024-04-26 UTC."],[],[],null,["# tf_agents.utils.common.log_probability\n\n\u003cbr /\u003e\n\n|----------------------------------------------------------------------------------------------------------------|\n| [View source on GitHub](https://github.com/tensorflow/agents/blob/v0.19.0/tf_agents/utils/common.py#L683-L714) |\n\nComputes log probability of actions given distribution. \n\n tf_agents.utils.common.log_probability(\n distributions, actions, action_spec\n )\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Args ---- ||\n|-----------------|----------------------------------------------|\n| `distributions` | A possibly batched tuple of distributions. |\n| `actions` | A possibly batched action tuple. |\n| `action_spec` | A nested tuple representing the action spec. |\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Returns ------- ||\n|---|---|\n| A Tensor representing the log probability of each action in the batch. ||\n\n\u003cbr /\u003e"]]
View source on GitHub