tf_agents.policies.utils.populate_policy_info
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Populates policy info given all needed input.
tf_agents.policies.utils.populate_policy_info(
arm_observations: tf_agents.typing.types.Tensor
,
chosen_actions: tf_agents.typing.types.Tensor
,
rewards_for_argmax: tf_agents.typing.types.Tensor
,
est_rewards: tf_agents.typing.types.Tensor
,
emit_policy_info: Sequence[Text],
accepts_per_arm_features: bool
) -> tf_agents.policies.utils.PolicyInfo
Args |
arm_observations
|
In case the policy accepts per-arm feautures, this is a
Tensor with the per-arm features. Otherwise its value is unused.
|
chosen_actions
|
A Tensor with the indices of the chosen actions.
|
rewards_for_argmax
|
The sampled or optimistically boosted reward estimates
based on which the policy chooses the action greedily.
|
est_rewards
|
A Tensor with the rewards estimated by the model.
|
emit_policy_info
|
A set of policy info keys, specifying wich info fields to
populate
|
accepts_per_arm_features
|
(bool) Whether the policy accepts per-arm
features.
|
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Last updated 2024-04-26 UTC.
[{
"type": "thumb-down",
"id": "missingTheInformationINeed",
"label":"Missing the information I need"
},{
"type": "thumb-down",
"id": "tooComplicatedTooManySteps",
"label":"Too complicated / too many steps"
},{
"type": "thumb-down",
"id": "outOfDate",
"label":"Out of date"
},{
"type": "thumb-down",
"id": "samplesCodeIssue",
"label":"Samples / code issue"
},{
"type": "thumb-down",
"id": "otherDown",
"label":"Other"
}]
[{
"type": "thumb-up",
"id": "easyToUnderstand",
"label":"Easy to understand"
},{
"type": "thumb-up",
"id": "solvedMyProblem",
"label":"Solved my problem"
},{
"type": "thumb-up",
"id": "otherUp",
"label":"Other"
}]
{"lastModified": "Last updated 2024-04-26 UTC."}
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2024-04-26 UTC."],[],[]]