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The behavioral policies capture behaviors that should be followed by network equipment to react regarding their context changes by considering the described goal policies.
(Mr. Thaler and Cass Sunstein recently wrote "Nudge," a book advocating behavioral policies, and both were informal advisers to the Obama campaign).
More effective legislation to prevent child sexual abuse would mandate prevention policies and practices in youth-serving organizations, including screening guidelines for employees, behavioral policies that limit opportunities for child sexual abuse to occur, regular training sessions and other strategies advocated by the Centers for Disease Control and Prevention.
The recent spate of aggression has hopefully prompted a re-examination of behavioral policies for both passengers and crew, geared to restoring flying in the friendly skies.
In supervised actor-critic reinforcement learning [ Rosenstein et al., 2004], TD errors derived from actually experienced rewards serve as the "critic" that is used to guide decision-making through the behavioral policies implemented by the "actor".
Because our framework integrates an RL module with the HR reward computation, the drive reduction-induced reward of primary reinforcers can be readily transferred through the learning process to secondary reinforcers that predict them (i.e., Pavlovian conditioning) as well as to behavioral policies that lead to them (i.e., instrumental conditioning).
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To this end, we assume a set of 'synapses' w = (w1, w2,.., wm) that determines the behavioral policy to make decision.
The problem is how to explore an optimal behavioral policy Pˆ at|Ht) to maximize the average reward 〈r〉 in a given task.
It is generally considered that subjects attempt to choose a behavioral policy that will maximize the amount of reward under a given environmental condition [5].
Hence, subject's decision system may extract partial information st from Ht, and restrict the behavioral
In other words, the same behavioral policy satisfies optimal reward-seeking as well as optimal homeostatic maintenance.
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