A1
Constraint Satisfaction Problems, Algorithm AC-1, Knowledge Based Systems
A2
Propositional Logic, Resolution Refutation Method
A3
Reasoning in First Order Logic, Backward Chaining, Resolution Method
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₹ 3,000.00
Prof. Deepak Khemani IIT Madras
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Additional information, certification process, course details.
Industry support, about the instructor.
Deepak Khemani is Professor at Department of Computer Science and Engineering, IIT Madras. He completed his B.Tech. (1980) in Mechanical Engineering, and M.Tech. (1983) and PhD. (1989) in Computer Science from IIT Bombay, and has been with IIT Madras since then. In between he spent a year at Tata Research Development and Design Centre, Pune and another at the youngest IIT at Mandi. He has had shorter stays at several Computing departments in Europe. Prof Khemani’s long-term goals are to build articulate problem solving systems using AI that can interact with human beings. His research interests include Memory Based Reasoning, Knowledge Representation and Reasoning, Planning and Constraint Satisfaction, Qualitative Reasoning and Natural Language Processing.
Institute | IITM |
---|---|
Total hours | 30 |
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CERTIFICATE TEMPLATE
Week 1 : Introduction: Philosophy, Mind, Reasoning, Computation, Dartmouth Conference, The Chess Saga, Epiphenomena Week 2 : State Space Search: Depth First Search, Breadth First Search, Depth First Iterative Deepening Week 3 : Heuristic Search: Best First Search, Hill Climbing, Solution Space, TSP, Escaping Local Optima, Stochastic Local Search Week 4 : Population Based Methods: Genetic Algorithms, SAT, TSP, emergent Systems, Ant Colony Optimization Week 5 : Finding Optimal Paths: Branch & Bound, A*, Admissibility of A*, Informed Heuristic Functions Week 6 : Space Saving Versions of A*: Weighted A*, IDA*, RBFS, Monotone Condition, Sequence Alignment, DCFS, SMGS, Beam Stack Search Week 7 : Game Playing: Game Theory, Board Games and Game Trees, Algorithm Minimax, AlphaBeta and SSS* Week 8 : Automated Planning: Domain Independent Planning, Blocks World, Forward &Backward Search, Goal Stack Planning, Plan Space Planning Week 9 : Problem Decomposition: Means Ends Analysis, Algorithm Graphplan, Algorithm AO* Week 10 : Rule Based Expert Systems: Production Systems, Inference Engine, Match-Resolve-Execute, Rete Net Week 11 : Deduction as Search: Logic, Soundness, Completeness, First Order Logic, Forward Chaining, Backward Chaining Week 12 : Constraint Processing: CSPs, Consistency Based Diagnosis, Algorithm Backtracking, Arc Consistency, Algorithm Forward Checking
1. Deepak Khemani. A First Course in Artificial Intelligence, McGraw Hill Education (India), 2013.
Reference Books:
1. Stefan Edelkamp and Stefan Schroedl. Heuristic Search: Theory and Applications, Morgan Kaufmann, 2011. 2. John Haugeland, Artificial Intelligence: The Very Idea, A Bradford Book, The MIT Press, 1985. 3. Pamela McCorduck, Machines Who Think: A Personal Inquiry into the History and Prospects of Artificial Intelligence, A K Peters/CRC Press; 2 edition, 2004. 4. Zbigniew Michalewicz and David B. Fogel. How to Solve It: Modern Heuristics. Springer; 2nd edition, 2004. 5. Judea Pearl. Heuristics: Intelligent Search Strategies for Computer Problem Solving, Addison-Wesley, 1984. 6. Elaine Rich and Kevin Knight. Artificial Intelligence, Tata McGraw Hill, 1991. 7. Stuart Russell and Peter Norvig. Artificial Intelligence: A Modern Approach, 3rd Edition, Prentice Hall, 2009. 8. Eugene Charniak, Drew McDermott. Introduction to Artificial Intelligence, Addison-Wesley, 1985. 9. Patrick Henry Winston. Artificial Intelligence, Addison-Wesley, 1992.
Erma Leaird – February 2, 2023
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Dear Learner, Thank you for taking the course with NPTEL!! Hope you enjoyed the journey with us. The results for this course have been published and we are closing this course now. You will still have access to the contents and assignments of this course, if you click on the course name from the "Mycourses" tab on swayam.gov.in . The discussion forum is being closed though and you cannot ask questions here. For any further queries please write to [email protected] . We are happy to announce that our next set of courses to be offered in Jan 2020 -which is open now for enrollment. Please check the Tentative course list for Jan 2020 in the below link: http://bit.ly/JAN2020-NPTEL -NPTEL Team
Dear Learner, The results for Nov 16,2019 exams have been published. You will be informed via mail and SMS about the release of exam results and e-certificates. How to find out if results have been published? To check the publishing status of exam scores and e-certificates, click on this link: https://docs.google.com/spreadsheets/d/e/2PACX-1vQ81rBXI69SXTHpf7900CWJRb8mMdort4RmTjYC_XTu1nNZAPBSL22yIBynMlOd3BqXO1ldUFdOXUqT/pubhtml?urp=gmail_link How to check exam results & e-certificates: If you have taken the exam, your score and e-certificate is now available at https://nptel.ac.in/noc/ Login with the course enrolled e-mail id. Clicking on the course name will redirect to the score board. Click on Exam Scores - Both the Assignment scores and Exam score will be displayed. Final score is the certification score. Calculation Logic for each course is provided in the same page. Reporting of errors For each course, reporting of issues comes with its own deadline (date and time) So check the exam score/e-certificate as soon as you receive our notification. For any queries, please use this FAQ http://bit.ly/NOV16-17FAQ If you are unable to see the scores/e-certificates, please write to [email protected] - NPTEL TEAM
Artificial intelligence search methods for problem solving : best of luck for your exam .
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Dear all, Reevaluation of the following questions has been done: Week 9: Question 14 correct answer: 57,17,60,70,75,77,80, 88 Week 12: Question 13 correct options: a,b,d Please check your scores and revert back if there is any discrepancy. Regards, TA
Dear Candidate, Type of exam: Computer based exam You will have to appear at the allotted exam center and produce your Hall ticket and Government Photo Identification Card (Example: Driving License, Passport, PAN card, Voter ID, Aadhaar-ID with your Name, date of birth, photograph and signature) for verification and take the exam in person. You can find the final allotted exam center details in the hall ticket. The questions will be on the computer and the answers will have to be entered on the computer; type of questions may include multiple choice questions, fill in the blanks, essay-type answers, etc. The hall ticket will be available for download tentatively around Nov 5 - 14, 2019 . We will notify the same through email and SMS. On-Screen Calculator Demo Link: Kindly use the below link to get an idea of how the On-screen calculator will work during the exam. https://tcsion.com/ OnlineAssessment/ ScientificCalculator/ Calculator.html NOTE: Physical calculators are not allowed inside the exam hall. FINAL CERTIFICATE: The final score = 25% assignment score + 75% final certification exam score. YOU WILL BE ELIGIBLE FOR A CERTIFICATE ONLY IF AVERAGE ASSIGNMENT SCORE >=10/25 AND EXAM SCORE >= 30/75. If one of the 2 criteria is not met, you will not get the certificate even if the Final score >= 40/100. The final score will determine if you will/will not receive a certificate. 1. Final score < 40%: NO certificate. 2. Final score between 40% -59%: Certificate of type "Successfully completing the course". 3. Final score between 60% -74%: Certificate with tag "Elite" printed at the top. 4. Final score between 75% -89%: Certificate with tag "Elite" tag and "Silver medal" printed at the top. 5. Final score of 90% and above : Certificate with "Elite" tag and the "gold medal" printed on it. -NPTEL Admin
Dear candidates, NPTEL Coordinators would like to address all the candidates about this on-going semester, course run, exams, results, etc. This LIVE interactive session is meant to clarify any queries you may have. Please do not ask technical questions about the course content, Assignment, etc. as we will not be able to answer these. Kindly fill this form with your queries which will be discussed during the LIVE session. You may ask queries via the chat window during the session. DAY: OCTOBER 23, 2019 (Wednesday) TIME: 4:30pm Link to submit queries/suggestions : https://forms.gle/AD5tLgGK2oSJxFi98 YouTube Link for Live Session: https://youtu.be/1xKn1vfnJFk Thank you. -NPTEL Team.
Artificial intelligence search methods for problem solving : week 12 is live now .
Dear students The lecture videos for Week-12 have been uploaded for the course. The lectures can be accessed using the following link: https://onlinecourses.nptel.ac.in/noc19_cs83/unit?unit=66&lesson=67 The other lectures in this week are accessible from the navigation bar to the left. Please remember to login into the website to view contents (if you aren't logged in already). Assignment for Week-12 is also uploaded and can be accessed from the following link: https://onlinecourses.nptel.ac.in/noc19_cs83/unit?unit=66&assessment=115 The assignment has to be submitted on or before Wednesday , [23-10-2019 23:59 IST] . As we have done so far, please use the discussion forums if you have any questions on this module. Note: Please check the due date of the assignments in the announcement and assignment page if you see any mismatch write to us immediately. -NPTEL Team
Artificial intelligence search methods for problem solving : week 11 is live now .
Dear students The lecture videos for Week-11 have been uploaded for the course. The lectures can be accessed using the following link: https://onlinecourses.nptel.ac.in/noc19_cs83/unit?unit=61&lesson=62 The other lectures in this week are accessible from the navigation bar to the left. Please remember to login into the website to view contents (if you aren't logged in already). Assignment for Week-11 is also uploaded and can be accessed from the following link: https://onlinecourses.nptel.ac.in/noc19_cs83/unit?unit=61&assessment=114 The assignment has to be submitted on or before Wednesday , [16-10-2019 23:59 IST] . As we have done so far, please use the discussion forums if you have any questions on this module. Note: Please check the due date of the assignments in the announcement and assignment page if you see any mismatch write to us immediately. -NPTEL Team
Dear Learner Exam registration URL is: https://examform.nptel.ac.in/ Login here using the same email id which you had used to enroll in the course in Swayam portal. Recommended: Use the Desktop/Laptop with Chrome private browser - incognito window - to access the form. EXAM FEES: Exam fees will be Rs. 1000/- per exam. (We are not changing it to Rs 1500/- this time as earlier announced; it will be Rs 1000/- till Oct 7. LAST DATE FOR REGISTERING FOR NOV 16/17 EXAMS: Oct 7, 2019 - 10:00 AM FAQ Request you to kindly check the FAQ that has common issues reported and their solution and follow steps given there to address the issue. Link: http://bit.ly/ faqjuly2019 PAYMENT RECEIPT: Will be available inside your login after October 10, 2019. HALL TICKETS: Will be available between November 6-10: we will send you emails regarding this. If you still have any queries, please write to [email protected] . Thank you for your support and understanding - NPTEL team.
Artificial intelligence search methods for problem solving : week 10 is live now .
Dear students The lecture videos for Week -10 have been uploaded for the course. The lectures can be accessed using the following link: https://onlinecourses.nptel.ac.in/noc19_cs83/unit?unit=56&lesson=57 The other lectures in this week are accessible from the navigation bar to the left. Please remember to login into the website to view contents (if you aren't logged in already). Assignment for Week -10 is also uploaded and can be accessed from the following link: https://onlinecourses.nptel.ac.in/noc19_cs83/unit?unit=56&assessment=113 The assignment has to be submitted on or before Wednesday , [09-10-2019 23:59 IST] . As we have done so far, please use the discussion forums if you have any questions on this module. Note: Please check the due date of the assignments in the announcement and assignment page if you see any mismatch write to us immediately. -NPTEL Team
Dear all, The reevaluation of Q16 (as discussed on the forum) is complete. You may check your scores now. Revert back if there is any discrepancy. Thanks. --TA
Artificial intelligence search methods for problem solving : week 9 is live now .
Dear students The lecture videos for Week -9 have been uploaded for the course. The lectures can be accessed using the following link: https://onlinecourses.nptel.ac.in/noc19_cs83/unit?unit=51&lesson=52 The other lectures in this week are accessible from the navigation bar to the left. Please remember to login into the website to view contents (if you aren't logged in already). Assignment for Week -9 is also uploaded and can be accessed from the following link: https://onlinecourses.nptel.ac.in/noc19_cs83/unit?unit=51&assessment=112 The assignment has to be submitted on or before Wednesday , [02-10-2019 23:59 IST] . As we have done so far, please use the discussion forums if you have any questions on this module. Note: Please check the due date of the assignments in the announcement and assignment page if you see any mismatch write to us immediately. -NPTEL Team
Q12. talks about two persons A and B who were involved in a crime but in the options we have S and G. You can replace A with S and B with G .... A is same as S, B is same as G. Thanks. --TA
Artificial intelligence search methods for problem solving: exam form is up - register today.
Dear Learner Exam form is open now. New Certification exam registration URL is: https://examform.nptel.ac.in/ Login here using the same email id which you had used to enroll to the course in Swayam portal. Exam fees: • If you register for the exam and pay before Oct 3, 10:00 AM, Exam fees will be Rs. 1000/- per exam. • If you register for the exam before Oct 3, 10:00 AM and have not paid or if you register between Oct 3, 10:00 AM & Oct 7, 5:00 PM, Exam fees will be Rs. 1500/- per exam. Registration deadlines are being extended until Oct 7, 2019. FDP Certificate: We will publish a separate form for FDP Certificate, please wait for that to hear from us. IMPORTANT NOTE: 1. For the users registered/paid before 5th September 2019. We have your registration completed with all details captured. We will enable you to check/make payment in a few days, maximum before Sep 24, 2019. So do not worry. 2. Always use chrome browser to log in and register for the exam. 3. Payment Receipts will be available in the login once after the registration is closed. (After Oct 8, 2019) 4. Pay via SPOC is not currently enabled, hence fill the form and submit and contact your college coordinator 5. Old Exam Registration URL will not work. In case of queries, please write to [email protected] . Thank you for your support and understanding. - NPTEL team.
Dear all, The reevaluation of Q3, Q10 and Q14 (as discussed on the forum) is complete. You may check your scores now. Revert back if there is any discrepancy. Thanks. --TA
Dear students The lecture videos for Week -8 have been uploaded for the course. The lectures can be accessed using the following link: https://onlinecourses.nptel.ac.in/noc19_cs83/unit?unit=46&lesson=47 The other lectures in this week are accessible from the navigation bar to the left. Please remember to login into the website to view contents (if you aren't logged in already). Assignment for Week -8 is also uploaded and can be accessed from the following link: https://onlinecourses.nptel.ac.in/noc19_cs83/unit?unit=46&assessment=111 The assignment has to be submitted on or before Wednesday , [25-09-2019 23:59 IST] . As we have done so far, please use the discussion forums if you have any questions on this module. Note: Please check the due date of the assignments in the announcement and assignment page if you see any mismatch write to us immediately. -NPTEL Team
Artificial intelligence search methods for problem solving : week 5 reevaluation completed.
In assignment 5, Q17 and Q18 in addition to tour order now allows cycle-order as well (see links given below). The reevaluation is complete. You may check your scores now. For now, use a desktop to check your answers and scores, at the moment the mobile app seems to have refresh issue. See: 1. Reevaluation: Assignment 5 Q17, Q18 2. Solved Assignment 5 TSP CROSSOVER Q17 to Q20 -- TA
Correction in Q8 assignment 6. Q8 is modified as: 8) What is the path found by the Branch and Bound algorithm when it terminates on the graph shown above ? If no path is found please enter ‘NIL’. Original version is: 8) What is the path found by the Branch and Bound algorithm in the previous question ? If no path is found please enter ‘NIL’ -- TA
Dear students The lecture videos for Week-7 have been uploaded for the course. The lectures can be accessed using the following link: https://onlinecourses.nptel.ac.in/noc19_cs83/unit?unit=41&lesson=42 The other lectures in this week are accessible from the navigation bar to the left. Please remember to login into the website to view contents (if you aren't logged in already). Assignment for Week-7 is also uploaded and can be accessed from the following link: https://onlinecourses.nptel.ac.in/noc19_cs83/unit?unit=41&assessment=109 The assignment has to be submitted on or before Wednesday , [18-09-2019 23:59 IST] . As we have done so far, please use the discussion forums if you have any questions on this module. Note: Please check the due date of the assignments in the announcement and assignment page if you see any mismatch write to us immediately. -NPTEL Team
Dear All, There was an interaction session with some of the students for the course. The video recording is now available in the portal under the last unit "Live session" Those who are interested can take a look. Youtube link : https://www.youtube.com/watch?v=OzM4DFEdz14 Feedback form: https://forms.gle/EVSxb2B9J8JbLEm66 -NPTEL Team
Dear students The lecture videos for Week -6 have been uploaded for the course. The lectures can be accessed using the following link: https://onlinecourses.nptel.ac.in/noc19_cs83/unit?unit=36&lesson=37 The other lectures in this week are accessible from the navigation bar to the left. Please remember to login into the website to view contents (if you aren't logged in already). Assignment for Week -6 is also uploaded and can be accessed from the following link: https://onlinecourses.nptel.ac.in/noc19_cs83/unit?unit=36&assessment=106 The assignment has to be submitted on or before Wednesday, [11-09-2019 23:59 IST]. As we have done so far, please use the discussion forums if you have any questions on this module. -NPTEL Team
Dear learner You can interact LIVE with the Course Instructor Prof. Deepak Khemani, IIT Madras of the course – “Artificial Intelligence : Search Methods For Problem solving". Date: 30.08.2019 Time: 5.00 PM Link to login to: https://www.youtube.com/watch?v=OzM4DFEdz14 Enter your questions you want Prof. Deepak Khemani to answer at http://bit.ly/2MDkFL0 You can also ask your doubts during the session through the chat window... We would also like to hear from you after the session. Request you to share your thoughts in the forum. Learners are encouraged to visit bit.ly/NPTELLIVE for updates on the live sessions. -NPTEL team
In assignment 3 (as some of you rightly pointed out) the answers to Q7 and Q8 has been corrected and the reevaluation is complete. You may check your scores now. -- TA
Dear students The lecture videos for Week -5 have been uploaded for the course. The lectures can be accessed using the following link: https://onlinecourses.nptel.ac.in/noc19_cs83/unit?unit=31&lesson=32 The other lectures in this week are accessible from the navigation bar to the left. Please remember to login into the website to view contents (if you aren't logged in already). Assignment for Week -5 is also uploaded and can be accessed from the following link: https://onlinecourses.nptel.ac.in/noc19_cs83/unit?unit=31&assessment=105 The assignment has to be submitted on or before Wednesday, [04-09-2019 23:59 IST]. As we have done so far, please use the discussion forums if you have any questions on this module. Note: Please check the due date of the assignments in the announcement and assignment page if you see any mismatch write to us immediately. -NPTEL Team
Dear students The lecture videos for Week -4 have been uploaded for the course. The lectures can be accessed using the following link: https://onlinecourses.nptel.ac.in/noc19_cs83/unit?unit=25&lesson=26 The other lectures in this week are accessible from the navigation bar to the left. Please remember to login into the website to view contents (if you aren't logged in already). Assignment for Week -4 is also uploaded and can be accessed from the following link: https://onlinecourses.nptel.ac.in/noc19_cs83/unit?unit=25&assessment=104 The assignment has to be submitted on or before Wednesday, [28-08-2019 23:59 IST]. As we have done so far, please use the discussion forums if you have any questions on this module. -NPTEL Team
Pay attention to the order in which nodes are returned by MoveGen(X). Pay attention to how nodes are added to OPEN (that uses head-tail format). Pay attention to how nodes are removed from OPEN and added to CLOSED (in head-tail format). These factors influence the visitation order and it is easy to go wrong in the final answer.
OPEN = ((2,1), (3,1), ...) newPairs = ((B,A), (C,A), (D,A)) OPEN = append( newPairs , OPEN) ------------------------------ --------------------- OPEN = ( (B,A), (C,A), (D,A) , (2,1), (3,1), ...)
OPEN = ((2,1), (3,1), ...) newPairs = ((B,A), (C,A), (D,A)) OPEN = append(OPEN, newPairs ) ------------------------------ --------------------- OPEN = ((2,1), (3,1), ..., (B,A), (C,A), (D,A) )
Note that the MoveGen(X) function specifies the order in which neighbours are generated. Also remember that the path found is the one that is reported by the ReconstructPath function that is called by all the search algorithms when the goal node is reached. You may need to revise that.
Q19 adds all neighbour nodes to OPEN, Q17 does not add those already in CLOSED, and Q15 does not add those already in OPEN or CLOSED. These examples illustrate the different manner in each of the three algorithms explore the graph, perhaps with some nodes visited more than once, and maybe finding different paths. -- TA
Dear Learners Based on requests received, we are extending the deadline of the assignment 2. Deadline for Assignment 2 has been extended till August 21, 2019 - 23:59 IST Assignment 1 will close on 14 August 2019 - 23:59 IST , as per the original deadline. - NPTEL Team
Dear students The lecture videos for Week -3 have been uploaded for the course. The lectures can be accessed using the following link: https://onlinecourses.nptel.ac.in/noc19_cs83/unit?unit=20&lesson=21 The other lectures in this week are accessible from the navigation bar to the left. Please remember to login into the website to view contents (if you aren't logged in already). Assignment for Week -3 is also uploaded and can be accessed from the following link: https://onlinecourses.nptel.ac.in/noc19_cs83/unit?unit=20&assessment=103 The assignment has to be submitted on or before Wednesday, [21-08-2019 23:59 IST]. As we have done so far, please use the discussion forums if you have any questions on this module. -NPTEL Team
Dear Learner Thank you for continuing with the course and hope you are enjoying it. We would like to know if the expectations with which you joined this course are being met and hence please do take 2 minutes to fill out our weekly feedback form. It would help us tremendously in gauging the learner experience. Here is the link to the form: https://nptel.ac.in/noc/ nocprofile/super_admin/weekly_ feedback/form_login.php Thank you. -NPTEL team
Dear students The lecture videos for Week-2 have been uploaded for the course. The lectures can be accessed using the following link: https://onlinecourses.nptel.ac.in/noc19_cs83/unit?unit=15&lesson=16 The other lectures in this week are accessible from the navigation bar to the left. Please remember to login into the website to view contents (if you aren't logged in already). Assignment for Week-2 is also uploaded and can be accessed from the following link: https://onlinecourses.nptel.ac.in/noc19_cs83/unit?unit=15&assessment=102 The assignment has to be submitted on or before Wednesday, [14-08-2019 23:59 IST]. As we have done so far, please use the discussion forums if you have any questions on this module. -NPTEL Team
Dear Learners Assignments have been released for all courses for week 1. If you are using the mobile app, please ensure you see the assignment link. If you don't, please do the following steps: Step 1: Go to setting on your android phone Step 2: Go to the “Apps” in the settings Step 3: You will get a list of apps. Click on Swayam app Step 4: You will see app info. Go to the storage in the app info Step 5: Click on clear data and clear cache button. Step 6: Login again to the SWAYAM app using the credentials used to enroll in the course. Please note that if the OS version in your Android phone is 6, the content may not show up properly. Kindly refer to the web version to ensure you see all the contents of the week and then proceed to use the app. -NPTEL Team
Dear Learner Thank you for continuing with the course and hope you are enjoying it. We would like to know if the expectations with which you joined this course are being met and hence please do take 2 minutes to fill out our weekly feedback form. It would help us tremendously in gauging the learner experience. Here is the link to the form: https://nptel.ac.in/noc/nocprofile/super_admin/weekly_feedback/form_login.php Thank you. -NPTEL team
Dear students The lecture videos for Week-1 have been uploaded for the course. The lectures can be accessed using the following link: https://onlinecourses.nptel.ac.in/noc19_cs83/unit?unit=7&lesson=8 The other lectures in this week are accessible from the navigation bar to the left. Please remember to login into the website to view contents (if you aren't logged in already). Assignment for Week-1 is also uploaded and can be accessed from the following link: https://onlinecourses.nptel.ac.in/noc19_cs83/unit?unit=7&assessment=100 The assignment has to be submitted on or before Wednesday, [ 14-08-2019 23:59 IST ]. As we have done so far, please use the discussion forums if you have any questions on this module. -NPTEL Team
Artificial Intelligence (AI) can be seen as the quest of building thinking machines. Some practitioners say that AI involves mimicking human intelligence, but I like the definition given by John Haugeland (1945 - 2010) who said that the goal of AI is to build "machines with minds of their own". We begin this course with a history of this quest, which goes back to times much before the digital computer appeared on the scene. We have already uploaded two weeks of videos. This is because in the first week we discuss the history of AI, and the philosophical questions like what is thinking, and can a machine think. Looking at the first week only might lead someone to come to the conclusion that this is a humanities stream course; but hopefully weeks 2 and 3 will dispel this notion and place it firmly as a computer science course. Intelligence has many facets to it - the ability to solve problems; the ability to represent our world and reason with the representations; the capacity of memory and learning from experience; the ability to use language; the ability to peer into the future using models of the domain and plan ahead; the ability to handle uncertainty; the ability to learn from data (machine learning); and many others. In this course we focus on problem solving by first principles. How does one model the domain and the choices available, represent the problem, and find a solution. The principal method is trial and error; or search. We "mentally" explore the possibilities and choose the best looking one. Somewhat like a beginner chess player. A chess grand-master, on the other hand, has other bows in her repertoire, like recognizing patterns and using knowledge. We will look at games like chess in the course, but only on how to play them using informed search. In two other courses that we offer on NPTEL - AI:Knowledge Representation & Reasoning and AI: Constraint Satisfaction Problems - we cover some other aspects of AI. Other colleagues offer still other aspects like machine learning and natural language processing. Apart from the instructor this offering has two PhD students from IIT Madras - Baskaran S. and Shikha Singh. Between the three of us we should be able to respond to your queries, and have an active discussion on the Forum. I hope that the next twelve weeks or so will be a productive and enjoyable experience for all of us. Welcome the the course AI: Search Methods for Problem Solving! Deepak Khemani Baskaran S Shikha Singh
Dear students The lecture videos for Week 2 have been uploaded for the course . The lectures can be accessed using the following link: https://onlinecourses.nptel.ac.in/noc19_cs83/unit?unit=15&lesson=16 The other lectures in this week are accessible from the navigation bar to the left. Please remember to login into the website to view contents (if you aren't logged in already). As we have done so far, please use the discussion forums if you have any questions on this module. -NPTEL Team
Dear students Assignment for Week-1 is also uploaded and can be accessed from the following link: https://onlinecourses.nptel.ac.in/noc19_cs83/unit?unit=7&assessment=100 The assignment has to be submitted on or before Wednesday, [14-08-2019 23:59 IST] . As we have done so far, please use the discussion forums if you have any questions on this module. -NPTEL Team
Dear students The lecture videos for Week 1 have been uploaded for the course . The lectures can be accessed using the following link: https://onlinecourses.nptel.ac.in/noc19_cs83/unit?unit=7&lesson=8 The other lectures in this week are accessible from the navigation bar to the left. Please remember to login into the website to view contents (if you aren't logged in already). As we have done so far, please use the discussion forums if you have any questions on this module. -NPTEL Team
Dear Learners, We welcome you all to this course. The assignment 0 has been released. This assignment is based on prerequisite of the course. You can find the assignment in the link below: https://onlinecourses.nptel.ac.in/noc19_cs83/unit?unit=6&assessment=99 Due date for this assignment: 2019-08-31, 23:59 IST. Please note that this assignment is for practice and it will not be graded. Regards NPTEL
Dear Learner, Here is the much-awaited announcement on registering for the Nov 2019 NPTEL online certification exam. 1. The registration for the certification exam is open only to those learners who have enrolled in the course. 2. If you want to register for the exam for this course, login here using the same email id which you had used to enroll to the course in Swayam portal . 3. Till the start date of the course, every Monday and Thursday at 5:00 PM , we will sync the enrollment data on the exam form. If you enroll in between, please wait till the nearest Tuesday/Friday 10:00 AM to register for the exam . Once the enrollment is closed, the enrollment data will be completely loaded and you can register any time. 4. Date of exam: Nov 16, 2019 • Certification exam registration URL is: http://nptelonlinecourses. iitm.ac.in/ • Choose an exam session: Forenoon: 9.00 AM -12.00 PM; Afternoon: 2.00PM - 5.00 PM • Choose from the Cities where exam will be conducted: list of exam cities 5. Exam fees: • If you register for exam and pay before Sep 23, 10:00 AM, Exam fees will be Rs. 1000/- per exam. • If you register for exam before Sep 23, 10:00 AM and have not paid or if you have registered between Sep 23, 10:00 AM & Sep 30, 5:00 PM, Exam fees will be Rs. 1500/- per exam 6. 50% fee waiver for following categories: • Students belonging to the SC/ST category: please select Yes for the SC/ST option and upload the correct Community certificate • Students belonging to the PwD category with more than 40% disability: please select Yes for the option and upload the relevant Disability certificate. 7. Last date for exam registration : Sep 30, 2019 5:00 PM (Monday). 8. Mode of payment: Online payment - debit card/credit card/net banking or via SPOC of college (refer to guidelines for “Pay via SPOC” instructions) 9. HALL TICKET : The hall ticket will be available for download tentatively by 2 weeks prior to exam date . We will confirm the same through an announcement once it is published. 10. Final score on certificate: 25% of assignment score + 75% of certification exam score. Award of certificate: No hard copy of certificate will be printed. The soft copy of certificate will be awarded only to those candidates who register for the exam, attend the certification examination and whose AVERAGE ASSIGNMENT SCORE >=10/25 AND EXAM SCORE >= 30/75 . If one of the 2 criteria is not met, you will not get the certificate even if the Final score >= 40/100. Please check the Announcements section of your course for further details on this. 11. FOR CANDIDATES WHO WOULD LIKE TO WRITE MORE THAN 1 COURSE EXAM: - you can add or delete courses and pay separately – till the date when the exam form closes. Same day of exam – you can write exams for 2 courses in the 2 sessions. Same exam center will be allocated for both the sessions. 12. Data changes Following are the data that can be changed once the exam form is submitted (Last date for data changes: 30 Sep 2019, 5:00 PM ): • Data that can be changed in form by candidates themselves: Name, DOB, Address, College name, Photo, Signature, Exam city • Data that can be changed by Email request to us : Course selected, exam shift. For changes in these parameters, you may send email to [email protected] giving your Application number, email id and name. • No changes will be entertained in any details after 30 Sep 2019, 5:00 PM. 13. LAST DATE FOR CANCELLING EXAMS and getting a refund: 30 Sep 2019, 5:00 PM 14. Click here to view Timeline and Guideline : Guideline Thanks & Regards, NPTEL TEAM
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Solutions Link:- https://imojo.in/AISMPS9Course:- Artificial Intelligence Search Methods For Problem SolvingOrganization:- IIT KharagpurPlatform:- Swayam#npt...
There are exactly 3 solutions. There are more than 3 solutions. re D is gThere is no soluti. where D is gThere is a solution that uses at most 2 coloursNo, the answer is incorrect. wers: There are exactly 3 solutions There is no solution where D is gEND GROUPBEGIN GROUPConsider a CSP with t.
As discussed in the "Artificial Intelligence: Search Methods for Problem Solving - Prologue", this course is about Problem solving Model Based Reasoning Experience Based Reasoning Memory Based Reasoning No, the answer is incorrect. Score: 0 Accepted Answers: P robl em sol vi ng Model B ased Reasoni ng
Embark on a captivating journey into the realm of Artificial Intelligence (AI) and search methods for problem solving with our comprehensive guide to NPTEL's...
1/23/2021 Artificial Intelligence Search Methods For Problem Solving - - Unit 13 - Week 10
NPTEL: Artificial Intelligence Search Methods For Problem Solving Assignment 12 [ Week 12 ] Answers | Assignment 12 Answers | Week 12 Quiz Answers.NPTEL AI A...
In this first course on AI we study a wide variety of search methods that agents can employ for problem solving. In a follow up course - AI: Knowledge Representation and Reasoning - we will go into the details of how an agent can represent its world and reason with what it knows. These two courses should lay a strong foundation for ...
These two courses should lay a strong foundation for artificial intelligence, which the student can build upon. A third short course - AI: Constraint Satisfaction Problems - presents a slightly different formalism for problem solving, one in which the search and reasoning processes mentioned above can operate together.
Week 11 Assignment LIVE - Artificial Intelligence Search Methods for problem Solving Dear Learners, Week 11 Assignment has been uploaded in the portal. Due date for the assignment: 2018-10-17, 23:59 IST.
Breadth First Search. Depth First Search. hm that is able to access th. graph on a need-basisNone of the aboveNo, the answer is incorrect. Score: 0 Accepted Answers: Branch and Bound Search D. jkstra's Algorithm that is able to access the graph on a need-basis4) The figure shows an infinite graph wit.
Artificial Intelligence Search Methods For Problem Solving - - Announcements. NPTEL: Exam Registration is open now for July 2022 courses! Dear Candidate, Here is a golden opportunity for those who had previously enrolled in this course during the July 2021 semester, but could not participate in the exams or were absent/did not pass the exam for ...
For an autonomous agent to behave in an intelligent manner it must be able to solve problems. This means it should be able to arrive at decisions that transf...
NPTEL Artificial Intelligence Search Methods For Problem Solving ASSIGNMENT WEEK 5 ANSWERS:-. Q1. Consider the (not to scale) map of Triangle Country. We can think of this map as a complete graph with hidden edges carrying an infinite (or +LARGE) cost. To avoid clutter the infinite-cost edges are not shown in the map.
In this first course on AI we study a wide variety of search methods that agents can employ for problem solving. In a follow up course - AI: Knowledge Representation and Reasoning - we will go into the details of how an agent can represent its world and reason with what it knows. These two courses should lay a strong foundation for ...
Artificial intelligence assignment nptel. Content type User Generated. Uploaded By wrrg4699. Pages 45. Rating Showing Page: ... (Vaghela Mohit) Artificial Intelligence Search Methods For Problem Solving Assignment 1 190043131504(Vaghela Mohit) 190043131504(Vaghela Mohit) 190043131504(Vaghela Mohit) Assignment 2 5 2 14 2 190043131504(Vaghela ...
1/23/2021 Artificial Intelligence Search Methods For Problem Solving - - Unit 14 - Week 11 BEGIN GROUP
Artificial Intelligence Search Methods For Problem Solving: Open now for exam registration July 2021! ... This course is being reoffered in July 2021 and we are giving you another chance to write the exam in Sep/Oct 2021 and obtain a certificate based on NPTEL norms. Do not let go of this unique opportunity to earn a certificate from the IITs ...
Are you ready to delve into the exciting world of Artificial Intelligence and its search methods for problem solving? Join NPTEL's Week 1 Assignment on Searc...
In this first course on AI we study a wide variety of search methods that agents can employ for problem solving. In a follow up course - AI: Knowledge Representation and Reasoning - we will go into the details of how an agent can represent its world and reason with what it knows. These two courses should lay a strong foundation for ...
Week 0 Week 1 Due date: 2020-10-07, 23:59 IST. Assignment 3 Your last recorded submission was on 2020-10-07, 22:22 IST The figure shows a map with several locations on a grid where each tile is 10km x 10km in size. In this map, S is the start node and G is the goal node, the locations are connected by two way edges (or roads). The MoveGen returns nodes in alphabetical order.
There will be a live interactive session where a Course team member will explain some sample problems, how they are solved - that will help you solve the weekly assignments. We invite you to join the session and get your doubts cleared and learn better. Date: October 04, 2022 - Tuesday. Time: 06.00 PM - 07.00 PM.
Artificial Intelligence : Search Methods For Problem Solving - - Announcements. NPTEL: Exam Registration is open now for July 2024 courses! Dear Candidate, Here is a golden opportunity for those who had previously enrolled in this course during the July 2023 semester, but could not participate in the exams or were absent/did not pass the exam ...
Artificial Intelligence Search Methods For Problem Solving : Results for Nov 16 exams have been published Dear Learner, The results for Nov 16,2019 exams have been published. You will be informed via mail and SMS about the release of exam results and e-certificates. How to find out if results have been published? To check the publishing status of exam scores and e-certificates, click on this ...