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Machine Learning with Artificial Intelligence Alison Free Certificate Exam Answers

  • True
  • False

Answer: Bayesian

  • Reachability analysis on the given problem
  • Delimiting the search space
  • Increasing the search space
  • Computability analysis on the given problem
  • A bayesian network
  • Two prior probabilities
  • A conditional probability
  • A utility probability

Answer: Uncertainty

  • P(A) + P(B) – P(A Λ B)
  • P(A V B) = P(A) + P(B) – P(A Λ B)
  • P(A V B) = P(A) + P(B)
  • P(A V B) = P(A) – P(B)

Answer: interleaving

Answer: utility

  • Action planning
  • Nonlinear planning
  • Goal-stack planning
  • Linear planning
  • Choose one answer.
  • True
  • False
  • Total order plan
  • Graph plan
  • Partial order plan
  • Linearized plan

Answer: Infinite

  • Affirmative dependence
  • Conditional dependence
  • Conditional independence
  • Affirmative independence
  • It is a kind of hierarchical planner
  • It is very efficient in solving large problems
  • It greatly reduces search space
  • It is used as a delimeter
  • Utility space
  • Sample space
  • Probabilistic space
  • Empty space

Answer: Probability

Answer: Mutex

  • Graph based planning
  • Plan space planning
  • Regression planning
  • Progression planning
  • Utility rule
  • Bayes’ rule
  • Acting under uncertainty
  • Rational decisions
  • Objects are universal
  • Successor state axioms specify truth values of fluent in the current state
  • Situations and actions are explicitly taken to the objects in the domain
  • They are the only ways to represent beliefs about a changing world
  • Probability theory
  • Bayesian theory
  • Combination theory
  • Utility theory
  • Practical ignorance
  • Arrogance
  • Laziness
  • Theoretical ignorance
  • 100 and 1000
  • 10 and 100
  • 0 and 1
  • 1 and 10
  • Arrogance
  • Laziness
  • Poverty
  • Ignorance
  • Answer probabilistic queries
  • Solve queries
  • Increase complexity of a query
  • Decrease complexity of a query
  • Equality in the representation of goals, states, and actions
  • Differences in the representation of goals, states, and actions
  • Differences in the representation and construction of action sequences
  • Equality in the representation and construction of action sequences
  • Actions are effectively instantaneous
  • Actions are not represented explicitly as part of the world model
  • Actions are thought of as operators that syntactically transform world models
  • Actions are randomly instantaneous
  • Dependent
  • Conditionally dependent
  • Conditionally independent
  • Independent

Answer: utility

  • Total probability of the set of all possible worlds is 100
  • Total probability of the set of all possible worlds is 1
  • Every possible world must have a probability between 0 and 100
  • Every possible world must have a probability between 1 and 0

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