CAF-3 · Chapter 10 · Question 3 of 15
A robotics company trains its warehouse robots to navigate around obstacles using a trial-and-error approach. The robot receives a "reward" when it takes a correct path and a "penalty" when it hits an obstacle. This is an example of:
Test yourself: pick an answer
Reveal answer & explanation
Correct answer: C) Reinforcement Learning
Explanation
Reinforcement learning trains algorithms through trial and error, where an "agent" learns to make decisions by performing actions in an environment to maximize rewards
More Intelligent Automation (IA) & Agenting AI MCQs
- Q5Deep Learning is a highly advanced subset of machine learning. What is the core underlying structure that powers Deep Learning models?
- Q6A marketing team wants to segment its customer base into distinct groups based on purchasing behavior. The algorithm iteratively assigns…
- Q7Which dimensionality reduction technique is used to reduce the number of features in a massive dataset while preserving as much variance…
- Q8A financial institution uses a classification algorithm that finds the "optimal hyperplane" to best separate fraudulent transactions from…
- Q9Which generative AI algorithm relies on a single network that learns to compress data into a "latent space" and then reconstruct it to…
