tf_agents.agents.reinforce.reinforce_agent.ReinforceAgentLossInfo
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ReinforceAgentLossInfo is stored in the extras field of the LossInfo.
tf_agents.agents.reinforce.reinforce_agent.ReinforceAgentLossInfo(
policy_gradient_loss,
policy_network_regularization_loss,
entropy_regularization_loss,
value_estimation_loss,
value_network_regularization_loss
)
All losses, except for policy_network_regularization_loss have a validity
mask applied to ensure no loss or error is calculated for episode boundaries.
policy_gradient_loss: The weighted policy_gradient loss.
policy_network_regularization_loss: The regularization loss terms from the
policy network used to generate the policy_gradient_loss.
entropy_regularization_loss: The entropy regularization loss.
value_estimation_loss: If value estimation network is being used, the loss
associated with that network.
Attributes |
|---|
policy_gradient_loss
|
A namedtuple alias for field number 0
|
policy_network_regularization_loss
|
A namedtuple alias for field number 1
|
entropy_regularization_loss
|
A namedtuple alias for field number 2
|
value_estimation_loss
|
A namedtuple alias for field number 3
|
value_network_regularization_loss
|
A namedtuple alias for field number 4
|
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Last updated 2024-04-26 UTC.
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