Introduction to AI
I affirm that I will not use ChatGPT or any other generative AI tool to complete this quiz. I understand that using such tools will result in an automatic score of 0 for this exam.
Yes
Which reasoning form would most likely be employed in diagnosing multiple competing hypotheses from noisy symptom data?
Abductive
Which symbol represents implication in propositional logic
→
What are the different types of Machine Learning?
Supervised learning, Unsupervised learning, and Reinforcement learning
How many r's in Strawberry?
3
In expert systems, forward chaining starts from data and moves toward conclusions.
True
This is the component of a problem definition that checks whether a state meets the goal condition.
Goal Test
An example of unsupervised learning from the slides: grouping Netflix users by watch histories without labels using this.
k-means clustering
What is the match for the course definition of Artificial Intelligence (AI)
Technology enabling machines to simulate human learning, comprehension, problem-solving, decision-making, creativity, and autonomy
A search strategy that uses a stack and explores as deep as possible is
DFS
Is the statement P ∧ Q → P logically valid?
Yes
In supervised learning, predicting a continuous value is called
Regression
Which option correctly describes the “500-feet view” relationship?
Artificial Intelligence > Machine Learning > Deep Learning > GenAI
In A* search, the evaluation function is typically
f(n) = g(n) + h(n)
Diagnosing multiple competing hypotheses from noisy symptom data most closely matches this reasoning form.
Abductive reasoning
In a simple rule-based expert system, inputs “fever” and “cough” trigger this conclusion.
“possible_flu"
Often cited as the “birth of AI,” this 1956 summer workshop was organized by John McCarthy and colleagues.
Dartmouth Conference
Greedy Best-First Search evaluates states primarily using this function.
heuristic only, h(n)
In expert systems, this inference method starts from known facts and applies rules to reach conclusions.
Forward chaining
Machine learning algorithms can be categorized as regression algorithms, classification algorithms, and ____
clustering methods