Artificial Intelligence (AI) – Previous Year Questions
202 questions from past UGC NET Paper 2 – Computer Science papers, each with the correct answer. Open any question for its explanation.
- The value of the derivative of the Sigmoid function given by f(x) = 1 1+e−2x at x=0 is
- Reinforcement learning can be formalized in terms of _____ in which the agent initially only knows the set of possible ____ and the set of possible actions.
- An agent can improve its performance by
- Which of the following is true for semi-dynamic environment?
- Consider the following terminology and match List I with List II and choose the correct answer from the code given below. b= branching factor d= depth of the shallowest solution m= Maximum depth of the search tree l = D…
- Match List I with List II and choose the correct answer from the code given below.
- Consider the following statements : S1: A heuristic is admissible if it never overestimates the cost to reach the goal. S2: A heuristic is monotonous if it follows the triangle inequality property. Which one of the foll…
- Consider the following statements related to AND-OR Search algorithm. S1 A solution is a subtree that has a goal node at every leaf. S2 OR nodes are analogous to the branching in a deterministic environment. S3 AND node…
- Consider the following minimax game tree search What will be the value propagated at the root?
- Consider a vocabulary with only four propositions A, B, C, and D. How many models are there for the following sentence? ¬A ∨ ¬B ∨ ¬C ∨ ¬D
- Consider the sentence below. "There is a country that borders both India and Nepal." Which of the following represents the above sentence correctly?
- A full joint distribution for the Toothache, Cavity, and Catch is given in the table below: What is the probability of Cavity, given evidence of Toothache?
- In Artificial Intelligence (AI), an environment is uncertain if it is ________.
- In Artificial Intelligence (AI), a simple reflex agent selects actions on the basis of_________.
- In heuristic search algorithms in Artificial Intelligence (AI), if a collection of admissible h … … . h heuristics 1 m is available for a problem and none of them dominates any of the others, which should we choose?
- Consider the following sentences about A* search: (a) A* expands all nodes with f(n) < C*. (b) A* expands no nodes with f(n) ≥ C*. (c) Pruning is integral to A*. Here C* is the cost of the optimal solution path. Which i…
- Consider a vocabulary with only four propositions A, B, C and D. How many models are there for the sentence B ∨ C?
- Consider the following statements: (a) False ⊨ True (b) If α ⊨ (β ∧ γ) then α ⊨ β and α ⊨ γ. Which of the following is correct?
- Consider the following English sentence : “Agra and Gwalior are both in India”. A student has written a logical sentence for the above English sentence in First-Order Logic using predicate In(x, y), which means x is in…
- Consider the following two sentences : (a) The planning graph data structure can be used to give a better heuristic for a planning problem. (b) Dropping negative effects from every action schema in a planning problem re…
- A knowledge base contains just one sentence, ∃x AsHighAs (x, Everest). Consider the following two sentences obtained after applying existential instantiation. (a) AsHighAs (Everest, Everest) (b) AsHighAs (Kilimanjaro, E…
- Consider the set of all possible five-card poker hands dealt fairly from a standard deck of fifty- two cards. How many atomic events are there in the joint probability distribution ?