Questions
COMP90054_2025_SM2 Practice exam (long answer questions)- Requires Respondus LockDown Browser
Multiple choice
Select all of the following statements that are true about Monte Carlo Tree Search (MCTS)
Options
A.MCTS works only for episodic tasks
B.MCTS does planning at decision time
C.MCTS can be used with a random rollout policy
D.MCTS can be used with a non-random rollout policy
E.The intent of MCTS is to select an action better than that of the underlying rollout policy
F.MCTS does planning in the background
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Step-by-Step Analysis
Question: Select all of the following statements that are true about Monte Carlo Tree Search (MCTS)
Option 1: 'MCTS works only for episodic tasks' — This is not correct. MCTS is applicable to a broad range of decision problems, including both episodic and ongoing/ continuing tasks, depending on how the state and reward structure are defined. Limiting it to episodic tasks is a misconception.
Option 2: 'MCTS doe......Login to view full explanationLog in for full answers
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