(CS-C951) ICSC 3110 Introduction to AI - Latest OA Review Q & S 2024.(CS-C951) ICSC 3110 Introduction to AI - Latest OA Review Q & S 2024.(CS-C951) ICSC 3110 Introduction to AI - Latest OA Review Q & S 2024.(CS-C951) ICSC 3110 Introduction to AI - Latest OA Review Q & S 2024.
, 1. Which of the following algorithms is most suitable for
training a feedforward neural network?
- A) k-Nearest Neighbors
- B) Decision Trees
- C) Backpropagation
- D) Genetic Algorithm
Correct Answer: C) Backpropagation
Rationale: Backpropagation is specifically designed to optimize
neural networks by calculating the gradient needed to update the
weights.
2. Which is considered the key advantage of reinforcement
learning over supervised learning?
- A) Utilization of labeled data
- B) Learning from interactions with the environment
- C) High computational efficiency
- D) Simplicity of implementation
Correct Answer: B) Learning from interactions with the
environment
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