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The weights of both the action NN and the critic NN are directly updated online instead of offline training.
A bank of adaptive controllers are constructed, whose parameters are directly updated from the estimators with globally stable adaptive laws for desired parameter adaptation without control gain matrix inversion to avoid control singularity.
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In general, the characteristic of the Chandrasekhar-type filter is that the filter gain is directly updated recursively in the algorithms.
Moreover, when iterating in the target interval, the value of objective function and its derivatives can be directly updated without explicitly solving the volume conservation equation.
If the ACK is not received for a node, then the reputation value is not incremented even though the node helps for transmitting a message whereas in the message delivery-based reputation system, the reputation table is directly updated by the destination node for those nodes which helps for transmitting the messages to it.
For reasons unknown, this constitution has never been directly updated since its adoption.
Many types of application and operating systems used require periodical or constant updates, which are directly related to the system administrative cost.
The common filtering procedure is to directly update the state and parameters as one single vector, which is known as the Joint-EnKF.
A control switching mechanism is designed with performance indexes formed from estimation errors which are directly used in the controller parameter update laws and are closely related to the tracking error, together with the use of a lower threshold switching parameter to ensure the eventual settle-down of the control switching.
Children are directly affected.
Or are directly involved.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com