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In the second step, an event-based state estimator is used to estimate the continuous state values of the system.
Contributing toward the previous work, this paper addresses the procedure of the message passing between the channel decoder, which processes the information of quantized bits, and the state estimator, which handles the information of continuous state values.
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Cell differentiation is quantified by a continuous state variable α that can adopt values between zero (full stem cell competency) and one (completely differentiated cell).
The RL module uses an actor critic structure that chooses the RBF neural network to approximate the value function and control policy in continuous state and action spaces.
According to [26, 29], for any initial value, (2.9) has only a globally continuous state.
Sigmoid function (Eq. 2) is a continuous transformation function and are used to transform the sum of the weights and state values in the [0, 1] interval.
Hyperbolic tangent function (Eq. 3) is also a continuous transformation function (sigmoid-shaped function) and transforms the sum of the weights and state values in the ([-1,1]) interval.
The OHIP item 'painful aching in mouth' was significantly related to health state values in both models while 'life less satisfying' was also significant in the continuous model.
OHIP items relating to 'painful aching in mouth' were significantly related to health state values in both models while 'life less satisfying' was also significant in the continuous model.
Continuous state POMDPs for object manipulation tasks.
The states of such systems have two components, namely, state = (continuous state, discrete event state).
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