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In such tasks, matching follows from the maximization of reward at either the molecular (maximizing reward at each element of time) or molar (maximizing reward over the course of the experiment) levels.
This is a challenging task using standard techniques that are applied for solving sequential stochastic optimization problems since these techniques are designed to consider only one objective at a time either maximizing reward or minimizing risk.
As we have reported previously [42], the observed choice biases are nearly optimal in terms of maximizing reward collection across an experimental session.
In contrast, when Playing against PR, rats should always defect [18], [19], again maximizing reward and minimizing punishment (observed defection rate was ∼80%).
Simulations of networks of these neurons will be necessary to test whether the abstract goal of minimizing uncertainty about future reward really is sufficient for maximizing reward in the concrete sense that has been the standard of most past work.
In general, these results show that the tolerance response caused by predicted hypothermia is an optimal behavior in terms of minimizing homeostatic deviation and thus, maximizing reward.
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Multi-camera object tracking method with active sensing cameras (MOTAC): The FC activates or deactivates the cameras from participating in information exchange by maximizing reward-cost utility function as given in [35].
These alerts will allow you to identify which card in your portfolio makes sense, in terms of maximizing rewards.
This is consistent with activity in dorsolateral PFC aligning with the higher-order goal of maximizing rewards.
Here we show analytically that maximizing rewards and minimizing deviations from the setpoint are equivalent objective functions.
They try to maximize reward in the long run by identifying optimal actions.
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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