IT-504 (A) · Artificial Intelligence/Unsolved PYQ Paper
ARTIFICIAL INTELLIGENCE - DEC 2023 Question Paper
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Unit 17 MarksaFour approaches of AI are Acting Humanly, Thinking humanly, Thinking rationally and Acting rationally. Discuss feasibility of the approaches in current scenario. Which approach is best suitable for rational agent and why?
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Unit 17 MarksbExplain how A* search different with AO* search technique. Discuss the advantage and disadvantage of both the techniques?
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Unit 17 MarksaState the difference between informed search and uninformed search with suitable example.
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Unit 17 MarksbFor the Blocks World problem given below, use Hill Climbing to show the next 3 best moves. State and use a suitable global heuristic.
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Unit 27 MarksaConsider the following facts: i) Steve likes easy courses ii) Science courses are hard iii) All the courses in the CSE department are easy iv) CS3101 is a CSE department course 1) Translate these into predicate logic. 2) Convert them into clausal form. 3) Using resolution prove "What course would Steve like".
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Unit 17 MarksbDescribe the difference between Depth First Search (DFS) and Breath First Search (BFS) with suitable example.
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Unit 37 MarksaWhat are the key advantages of using Bayes theorem compared to other probability frameworks?
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Unit 17 MarksbConsider the following graph. The numbers written on edges represent the distance between the nodes. The numbers written on nodes represent the heuristic value. Find the most cost-effective path to reach from start state A to final state J using A* Algorithm.
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Unit 27 MarksaWrite short notes on: i) Propositional logic ii) First Order Predicate logic
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Unit 47 MarksbHow would you define Natural Language Processing (NLP) and its significance in today's technological landscape?
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Unit 57 MarksaWhat are the key advantage and limitations of expert systems in the field of Artificial Intelligence?
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Unit 57 MarksbWhat are the main differences between forward chaining and backward chaining in expert systems, and when would you prefer to use each approach?
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Unit 17 MarksaConsider a state space where the start state is number 1 and the successor function for state n returns two states, numbers $2n$ and $2n+1$. i) Draw the portion of the state space for states 1 to 15. ii) Suppose the goal state is 11. List the order in which nodes will be visited for breadth-first search, depth-first search with limit 3.
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Unit 17 MarksbThe heuristic values for each state are shown below. Given these values, draw a diagram in that illustrates the search tree of explored states, using A* search (the path cost is still a unit cost). Indicate the calculated cost at each node in the tree.
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Unit 47 MarksaConsider following tree below: Apply α‑β pruning and identify the all prune node for the given above tree.
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Unit 57 MarksbWhat are the critical factors to consider when designing and developing an effective expert system?
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