Markovian Setting

$1$ point possible $($graded$)$

Let $s$ be any given state in this MDP$.$ The agent takes actions $a_1,a_2,$dots,$a_n$ starting from state $s_0$ and as a

result visits states $s_1,s_2,$dots,$s_n$ in that order.

Given that $s_n=s,$ that is$,$ the agent ends up at the current state $s$ after $n$ steps, what do the rewards after the

$n^{th}$ step depend on$?($Choose all that apply.$)$

Rewards collected after the $n^{ih}$ step do not depend on the previous states $s_1,s_{2}dots{s}_{n-1}$

Rewards collected after the $n^{th}$ step can depend on the previous states $s_1,s_{2}dots{s}_{n-1}$

Rewards collected after the $n^{th}$ step can depend on the current state $s$

Rewards collected after the $n^{th}$ step do not depend on the previous actions $a_1,a_{2}dots{a}_n$