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During the learning, each secondary user considers the channel and other secondary users as its environment, updates its -values, and takes the best action.
During the learning process, each SU sees the channel and other secondary users as its environment, updates its Q-values and takes the best action based on the prevalent situation.
In order to do so, OCSO PaaS optimization disables the applications' native automatic scaling functions and modifies the environments by requesting service environment updates with API requests on-the-fly.
In addition to these development environment updates, Microsoft is also announcing a significant update to Visual Studio Online, the cloud-based version of its Team Foundation Server application lifecycle management service.
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The Japanese Environmental Agency (now the Ministry of the Environment) updated the environmental quality standards for noise in April 1999.
Also, a procedure to obtain the failure probabilities of RC structures in a marine environment updated by the Sequential Monte Carlo Simulation (SMCS) is indicated.
Interactions with the external environment update and adapt the brain's functional architecture, particularly during critical periods of development, as exemplified by barrel formation, as well as on a continuous basis throughout life.
The mobility of communication nodes in MiXiM is realized by the TraCIMobility function once vehicles in the traffic simulation environment update their position and speed.
For mobile environments, updating the SOM should focus on the areas of most significance, for example, those cells which have near-neutral belief functions resulting from conflicting evidence.
The architecture is dynamic as it monitors the environment and updates the beliefs accordingly.
As learning agent interacts with environment it updates the state-action value Q(Z, a) based on the gained reward it receives using the following Q-learning rules: (6).
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CEO of Professional Science Editing for Scientists @ prosciediting.com