Technical Interview Questions
In Artificial Intelligence to answer the probabilistic queries conditioned on one piece of evidence, Bayes rule can be used. The Bayes rule is a fundamental concept used in various aspects of artificial intelligence (AI). Here are some key areas where Bayes rule finds applications in AI: Naive Bayes Classifier: In machine learning, particularly in classification … Read more
RBFE and SMA* will solve any kind of problem that A* can’t by using a limited amount of memory. The correct answer would be the “Iterative Deepening Depth-First Search (IDDFS)” algorithm. IDDFS combines the benefits of Breadth-First Search (BFS) and Depth-First Search (DFS) by using a depth-first search approach but with a limited depth for … Read more
In online search, it will first take action and then observes the environment. The correct answer for the question “For online search in ‘Artificial Intelligence’, which search agent operates by interleaving computation and action?” would be “Real-time search agent.” Real-time search agents continuously interleave computation with action, making decisions based on the current state of … Read more
a) A set of constant symbols b) A set of variables c) A set of predicate symbols d) A set of function symbols e) The logical connective f) The Universal Quantifier and Existential Qualifier g) A special binary relation of equality FOPL stands for First-Order Predicate Logic. The language of FOPL consists of several components: … Read more
FOPL stands for First Order Predicate Logic, Predicate Logic provides a) A language to express assertions about certain “World” b) An inference system to deductive apparatus whereby we may draw conclusions from such assertion c) A semantic based on set theory In the context of Artificial Intelligence (AI), FOPL stands for First-Order Predicate Logic, sometimes … Read more