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Recent questions and answers in Artificial Intelligence
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Outline the major differences between Java (or any other computer language with which you are familiar) and English, commenting on the “understanding” problem in each case.
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Artificial Intelligence
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What is intelligence?
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Artificial Intelligence
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Write a program that will take as input two Web page URLs and find a path of links from one to the other.
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Artificial Intelligence
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Formalize the following crossword puzzle as a CSP problem
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Artificial Intelligence
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Explain with the help of an example why 5 uninformed search is not appropriate to solve CSP?
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Artificial Intelligence
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(user.guest)
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Suppose two friends live in different cities on a map, such as the Romania map shown in the slides.
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Artificial Intelligence
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Duplicate: Three missionaries and three cannibals are on one side of a river, along with a boat that can hold one or two people. Find a way to get everyone to the other side, without ever leaving a group of missionaries outnumbered by cannibals.
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Artificial Intelligence
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(user.guest)
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What is the difference between feed forward neural networks and deep learning networks.
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Artificial Intelligence
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anonymous
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Consider the K-means cost function for clustering N d-dimensional data points into K clusters. Compute the optimal parameters when K = 1. Derive the optimal parameters of the model when K = N.
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Artificial Intelligence
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anonymous
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Characteristics of various problems that can be solved through search
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Artificial Intelligence
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How are Artificial Neural Networks different from Normal Computers?
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Artificial Intelligence
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Generate a large number of 8-puzzle and 8-queens instances and solve them
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Artificial Intelligence
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Duplicate: Are reflex actions(such as flinching from a hot stove) rational? Are they intelligent?
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Artificial Intelligence
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(user.guest)
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Show that the 8-puzzle states are divided into two disjoint sets, such that any state is reachable from any other state in the same set, while no state is reachable from any state in the other set.
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Artificial Intelligence
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anonymous
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Show how a single ternary constraint such as “A + B = C” can be turned into three binary constraints by using an auxiliary variable.
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Artificial Intelligence
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anonymous
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AC-3 puts back on the queue every arc (Xk,Xi) whenever any value is deleted from the domain of Xi, even if each value of Xk is consistent with several remaining values of Xi.
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Artificial Intelligence
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anonymous
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What is the worst-case complexity of running AC-3 on a tree-structured CSP?
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Artificial Intelligence
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anonymous
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Solve the cryptarithmetic problem in Figure 6.2 by hand, using the strategy of backtracking with forward checking and the MRV and least-constraining-value heuristics.
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Artificial Intelligence
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anonymous
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Suppose that an agent is in a 3×3 maze environment like the one shown in Figure 4.19.
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Artificial Intelligence
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anonymous
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Describe a state space in which iterative deepening search performs much worse than depth-first search (for example, O(n2) vs. O(n)).
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Artificial Intelligence
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anonymous
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The missionaries and cannibals problem is usually stated as follows. Three missionaries and three cannibals are on one side of a river, along with a boat that can hold one or two people.
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Artificial Intelligence
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anonymous
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Consider the n-queens problem using the “efficient” incremental formulation given on page 72.
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Artificial Intelligence
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anonymous
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Explain why problem formulation must follow goal formulation
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Artificial Intelligence
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anonymous
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Explain State, State Space, Search Tree, Search Node, Goal, Action, Successor Function, Branching Factor
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Artificial Intelligence
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anonymous
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Implement a performance-measuring environment simulator for the vacuum-cleaner world depicted in Figure 2.2
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Artificial Intelligence
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anonymous
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Compare performance measure with utility function in AI
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Artificial Intelligence
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anonymous
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What's a utility function in AI
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Artificial Intelligence
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anonymous
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How do you measure the performance of an agent
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Artificial Intelligence
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anonymous
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Define in your own words the following terms: agent, agent function, agent program, rationality, autonomy, reflex agent, model-based agent, goal-based agent, utility-based agent, learning agent.
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Artificial Intelligence
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anonymous
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“Surely animals, humans, and computers cannot be intelligent—they can do only what their constituent atoms are told to do by the laws of physics.”
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Artificial Intelligence
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anonymous
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“Surely animals cannot be intelligent—they can do only what their genes tell them.” Is the latter statement true, and does it imply the former?
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Artificial Intelligence
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anonymous
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“Surely computers cannot be intelligent; they can do only what their programmers tell them”. Is the latter statement true, and does it imply the former?
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Artificial Intelligence
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anonymous
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Are reflex actions(such as flinching from a hot stove) rational? Can it be considered intelligent?
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Artificial Intelligence
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anonymous
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Why would evolution tend to result in systems that act rationally? What goals are such systems designed to achieve?
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Artificial Intelligence
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anonymous
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How could introspection—reporting on one’s inner thoughts—be inaccurate? Could I be wrong about what I’m thinking? Discuss.
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Artificial Intelligence
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anonymous
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Suppose we extend Evans’s ANALOGY program so that it can score 200 on a standard IQ test. Would we then have a program more intelligent than a human? Explain.
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Artificial Intelligence
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anonymous
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Report on Loebner Prize winner
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Artificial Intelligence
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anonymous
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Read Turing’s original paper on AI (Turing, 1950).
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Artificial Intelligence
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anonymous
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What is an Agent in AI
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Artificial Intelligence
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anonymous
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What is Artificial Intelligence
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Artificial Intelligence
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anonymous
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