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State the dimensions of complexity in DragonGame and explain your selection

INSTRUCTIONS TO CANDIDATES
ANSWER ALL QUESTIONS

Question 1. (5 marks)

State the dimensions of complexity in DragonGame, and explain your selection.

Question 2. (5 marks)

Describe the components of your agent design for DragonGame.

Question 3. (15 marks)

Compare the performance of Uniform Cost Search and A* search in terms of the following statistics:

a) The number of nodes generated

b) The number of nodes on the fringe when the search terminates

c) The number of nodes on the explored list (if there is one) when the search terminates

d) The run time of the algorithm (e.g. in units such as mins:secs). Note that you can report run-times from your own machine, not the Gradescope servers.

e) Discuss and interpret these results. If you are unable to implement A* search, please report and discuss the statistics above for UCS only.

Question 4. (15 marks)

Some challenging aspects of designing a DragonGame agent are the asymmetric movement dynamics (moving up behaves differently to moving down), the problem of choosing the order in which to visit and collect each gem, and the large number of available actions.

Design and describe heuristics (or components of a combined heuristic function) that you have developed in the search task that account for these aspects (or any other challenging aspects you have identified) of the problem. Your documentation should provide a thorough explanation of the rationale for using your chosen heuristics (maximum of 5 marks per heuristic).

 

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