Question: Consider the grid environment with six states ( numbered from l to 6 ) as shown in Figure 4 . 1 . with the thick

Consider the grid environment with six states (numbered from l to 6) as shown in Figure4.1. with the thick border indicating walls. Suppose that at each state the agent can moveup (denoted by ai), right (a2), dow (as), or left (a4). When the agent moves from state sto state s', it receives a reward of l if s>s'and 0 otherwise. For example, the agentreceives a reward of 1 when moving from state 4 to state 3. Assume that state 1 and state5 are goal (i.e., terminal) states. Let the discount rate y be 0.7.

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