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Question: Q.2 A mouse travels in a maze (shown in figure). At each discrete time-step, the mouse chooses on…



Question: Q.2 A mouse travels in a maze (shown in figure). At each discrete time-step, the mouse chooses on...

Show transcribed image text Q.2 A mouse travels in a maze (shown in figure). At each discrete time-step, the mouse chooses one of the doors from the room it is curently in (uniformly at random), and moves to the chosen neighboring room Room three has a block of cheese in it (reward for the mouse (a). Model the location of mouse as a DTMC. Is it irreducible and aperiodic? Justify your answers. b). Write the one-step probability transition matrix (c). Find the steady state distribution π for this DTMC. 4 cheese Figure 1: The maze. nand Σ (The steady state distribution is defined as a row vector π of probabilities such that π 1 where P is the one-step transition matrix and n is the number of states.) π

Q.2 A mouse travels in a maze (shown in figure). At each discrete time-step, the mouse chooses one of the doors from the room it is curently in (uniformly at random), and moves to the chosen neighboring room Room three has a block of cheese in it (reward for the mouse (a). Model the location of mouse as a DTMC. Is it irreducible and aperiodic? Justify your answers. b). Write the one-step probability transition matrix (c). Find the steady state distribution π for this DTMC. 4 cheese Figure 1: The maze. nand Σ (The steady state distribution is defined as a row vector π of probabilities such that π 1 where P is the one-step transition matrix and n is the number of states.) π

  

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