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For future agents, an improved action selection mechanism based on [103] is in development, which will involve the use of triggers (triggering the selection of the best action, for example, if at least one of the applicable actions has activation above a specific threshold) instead of periodic action selection.
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An infinite-horizon MDP [1] is a tuple M=(S,A,P,R,γ), where: S is a finite set of states that can be observed in different moments in time; A is a finite set of actions and A s)⊆A is the set of applicable actions in the state s; P S×A×S is the transition function and is given by P(s ′|s,a) that defines the probability to reach s ′∈S after applying an action a∈A in s∈S.
It is important to point out that the action sub-process in ACT-R and EPIC only involves the actual motor execution (unlike our usage of the term, which included obtaining all applicable actions and selecting the appropriate one – these are performed in ACT-R's/EPIC's cognition process).
In the agents described here, this process is trivial – since in all possible states of the environment there is only one applicable action, the Procedural Memory always yields only one action, which only has to be forwarded by the Action Selection component (without competition between actions) to the Sensory-Motor Memory for execution.
By this we mean that A is an n×n matrix with cheaply applicable action (A is for example sparse), and B a k×k matrix, with k≪n.
Figure 1 shows the vertices applicable to action (20) with (p=0).
The senators wrote, "We strongly believe that the department should not be taking these enforcement actions after changing its interpretation of the applicable law without the benefit of proper notice".
"In light of the Federal Reserve's actions, Citi will submit a revised Capital Plan to the Federal Reserve later this year, as required by the applicable regulations," Citi wrote.
(The applicable studies of spectators involved Super Bowl fans).
"I'm outraged when people trash the applicable law".
Sweden also began ratcheting up the applicable tax rates.
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