Ai fundamentals Flashcards
Can subjective probabilities be used to make predictions about future events?
Yes, subjective probabilities can be used to make predictions based on an individual’s beliefs, opinions, and experiences about the likelihood of certain events occurring
Alpha-beta pruning is used in minimax algorithms for two-player games, where one player is trying to maximize the score and the other player is trying to minimize the score. In this context, alpha represents:
The minimum score that the minimizing player is trying to achieve
How does minmax search handle tie situations?
By selecting the move that leads to the highest score for the player and the lowest score for the opponent
Can Bayes’ theorem be used to calculate the probability of an event occurring given multiple other events that are both independent and not independent of each other?
Yes, by using the formula P(A|B) = P(A) * P(B|A) + P(C|A) + …
Can subjective probabilities be biased?
Yes, subjective probabilities are based on an individual’s beliefs, opinions, and experiences, which can be influenced by personal biases
Can Bayes’ theorem be used to calculate the probability of an event occurring based on multiple other events?
Yes, by using the formula P(A|B) = P(A) * P(B|A) * P(C|A) * …
Can Bayes’ theorem be used to calculate the probability of multiple events occurring simultaneously?
Yes, by using the formula P(A|B) = P(A) * P(B|A) * P(C|A) * …
How do subjective probabilities differ from objective probabilities?
Subjective probabilities are based on an individual’s beliefs, opinions, and experiences, while objective probabilities are based on objective, observable data
Can subjective probabilities be used to make decisions in a group setting?
Yes, subjective probabilities can be used to inform group decisions by taking into account the beliefs, opinions, and experiences of all group members
Alpha-beta pruning is a technique used in:
Search algorithms
Can heuristic search be used to solve problems with no clear goal or solution?
It depends on the specific problem and the heuristic function being used
How do you calculate the probability of multiple events occurring independently of each other using Bayes’ theorem?
By using the formula P(A|B) = P(A) / P(B) + P(C) / P(D) + …
Dempster-Shafer theory is commonly used in which of the following fields?
Decision making
Alpha-beta pruning is based on the idea that:
When the beta value is greater than the alpha value, the search can be stopped because the minimizing player will not choose a move that leads to a worse score
Can subjective probabilities be measured or quantified?
Yes, by using a scale or rating system
