Consider a $3$D grid world based game in which a submarine must make its way through a

volume of ocean filled with sea mines to retrieve important supplies.

a$)$ Describe the structure of both the reward table and Q$-$Table for this problem.

b$)$ Describe in detail how the values in the Q$-$Table would be updated.