Rayat Institute of Engineering
& Information Technology
Approved by AICTE, Affiliated to PTU, Jalandhar.
 
Artificial Intelligence Lab

According to the father of Artificial Intelligence, John McCarthy, it is "The science and engineering of making intelligent machines, especially intelligent computer programs".Artificial Intelligence is a way of making a computer, a computer-controlled robot, or a software think intelligently, in the similar manner the intelligent humans think.AI is accomplished by studying how human brain thinks, and how humans learn, decide, and work while trying to solve a problem, and then using the outcomes of this study as a basis of developing intelligent software and systems.

BTCS 701 Artificial Intelligence

Module1: Introduction- What is intelligence? Foundations of artificial intelligence (AI). History of AI; Problem Solving- Formulating problems, problem types, states and operators, state space, search strategies.

Module2: Informed Search Strategies- Best first search, A* algorithm, heuristic functions, Iterative deepening A*(IDA), small memory A*(SMA); Game playing - Perfect decision game, imperfect decision game, evaluation function, alpha-beta pruning

Module3: Reasoning-Representation, Inference, Propositional Logic, predicate logic (first order logic), logical reasoning, forward chaining, backward chaining; AI languages and tools - Lisp, Prolog, CLIPS

Module4: Planning- Basic representation of plans, partial order planning, planning in the blocks world, heirarchical planning, conditional planning, representation of resource constraints, measures, temporal constraints

Module5: Uncertainty - Basic probability, Bayes rule, Belief networks, Default reasoning, Fuzzy sets and fuzzy logic; Decision making- Utility theory, utility functions, Decisiontheoretic expert systems.

Module6: Inductive learning - decision trees, rule based learning, current-best-hypothesis search, least- commitment search , neural networks, reinforcement learning, genetic algorithms; Other learning methods - neural networks, reinforcement learning, genetic algorithms.

Module7: Communication - Communication among agents, natural language processing, formal grammar, parsing, grammar



Rayat Institute of Engineering & Information Technology
Railmajra, Near Ropar , Distt. S.B.S Nagar, PIN-144533, Punjab
Email : rieit@rayatbahra.com
Home | Study Programmes | Placement | Facilities | Jobs | Online Grievance Cell | Web Mail | Contact Us
Copyright 2018, RAYAT-BAHRA. All rights reserved. Website designed & maintained by E.D.P. Department.