Anna university, Chennai B.E / Engineering Degree Examination CS ARTIFICIAL INTELLIGENCE SIXTH SEMESTER Regulation. SUBJECT CODE: CS SUBJECT NAME: ARTIFICIAL INTELLIGENCE DEPARTMENT: CSE YEAR: 3. SEMESTER: 6. SYLLABUS. CS Artificial Intelligence Lecture Notes.» CS Artificial Intelligence Lecture Notes. Lecture Notes Provided by. Einstein college of Engineering.

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Define Artificial Intelligence in terms of human performance. Iterative improvement c1351 keep only a single state in memory, but can get stuck on local maxima. Arrtificial components that are needed for representing an action are: Finding proof is exactly finding solution to search problems.

The planner should be able to use Divide and Conquer method for solving very big problems. So dfs will never be able to recover from an unlucky choice at one of the nodes near the top of the tree.

Ever thing that the agent has perceived so far. Learning by managing models.

CS Artificial Intelligence May/June Question Paper (Scanned Version)

Syntax of a knowledge describes the possible configurations that can constitute sentences. There are two ways to see the network as a representation of the joint probability distribution to view it as an encoding of collection of conditional independence statements. Each individual representation of facts is called a sentence. A rational agent is one that artifixial the right thing.


Define Satistiability of a sentence A sentence is satisfiable if inhelligence only if there is some interpretation in some world for which it is true. Initial state, operator, successor function, state space, path, goal test, path cost. Define Artificial Intelligence formulated by Haugeland. What are the different types of problem? What are the phases involved in designing a problem solving agent? Probability provides the way intrlligence summarizing the uncertainty that comes from our laziness and ignorance.

The use utility theory to represent and reason with preferences. It is important to remember that p a can only be used when there is no other information.

What is meant by belief network? Give the classification of learning process.

List the various informed search strategy. Define AND —Elimination rule in propositional artificia AND elimination rule states that from a given conjunction it is possible to inference any of the conjuncts. Agent program is a function that implements the agents mapping from percept to actions.


CS1351 Artificial Intelligence Lecture Notes

Learning by analyzing differences. Define Validity of a sentence A sentence is valid or necessarily true if and only if it is true under all possible interpretation in all posssible world.

What is entailment The relation between sentence is called entailment. If we want to have probabilities of all the possible values of a random variable probability distribution is used. Propositional symbols P, Q iii.


What are the features of an ideal planner? What are the principles that are followed by any learning procedure? Give the drawback of DFS. Give the algorithm for generate and test. The art intel,igence creating machines that perform functions that require intelligence when performed by people.

To enable it to communicate successfully in English. Define an agent program.