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Activities apply an action to the work items that travel through them, for instance making them wait for a fixed amount of time (Fig. 15).
From our game theoretical analysis we find two choice rules that apply an action and a probability distribution over the actions, respectively, to every time point and we find the conditions on the parameters such that each choice rule can be singularly employed to produce an equilibrium.
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Fig. 2 Perception and action cycle — The agent observes the state, applies an action, receives a reward, and observes the new state.
We say that the transition matrix is dense if at least 50%% of the entries have probabilities greater than 0; otherwise, we called it a sparse transition matrix; R S×A is the reward function that represents the reward received after applying an action a∈A in the state s∈S; and γ∈]0,1[ is the discount factor used for weighting future rewards [1].
We say that the transition matrix is dense if at least 50%% of the entries have probabilities greater than 0; otherwise, we called it a sparse transition matrix; R S×A is the reward function that represents the reward received after applying an action a∈A in the state s∈S; and.
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.
This intervention study applied an action research methodology to assess implementation of AFR in one district in Kenya, Tanzania, and Zambia, respectively.
By applying an action research design, the municipalities alongside the technology vendor and university researchers are approaching the phenomena in a collaborative way to identify and solve upcoming educational challenges in implementation and training of videophone services in home care settings.
However, act-detect does not seem to apply a greedy action policy: the ideal greedy action would shift the gaze from any location directly to the object location.
First it might be necessary to apply a control action to boost users' interest to increase information spreading.
An important principle of the project was to hold to decolonising methodologies [ 18] and apply a participatory action framework [ 19] to ensure that Kwaio voices and Kwaio communities were central to the development and implementation of the project [ 4].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com