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A reward in reinforcement learning shows the desirability of an agent's action chosen under a specific state over the environment.
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Such views query a specific state of the decision process.
An HMM can be considered as consisting two processes: the variation of the hidden states is a Markov process and the observation under a specific hidden state is a random process.
In addition, the property can become protected under specific state laws.
From Proposition 3, it is easy to see that the proposed scheme is optimal under a specific asymptotic regime, as stated in the following Proposition.
In other words, perception can be framed as an "inverse problem": under a specific generative model, the current state of the world has to be inferred from the noisy signals conveyed by the sensorium.
Some authors take a step forward and suggest the introduction of varying thresholds level: each one addressing a specific health state under the condition that ethical and legal concerns can be addressed.
The method aims at achieving (a) closed-loop stability under arbitrary switching and (b) minimisation of ultimate bounds for specific state components.
Under a specific molecule-lead interface geometry, anti-resonant states appear which play the crucial role for AND and NOT operations, while for OR gate no such states are required.
It is used to discriminate the state that the strip under a specific residual stress status is stable or not and to calculate the buckling deformation.
They do not fall under a specific classification.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com