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<big>Somewhere, something went wrong.</big>
<big>Somewhere, something went wrong.</big>
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<center>
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This is the site for 6.034 Artificial Intelligence, with Professor Patrick Winston.
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</center>
 +
 
 +
== '''Welcome to the 2015 Edition of 6.034'''==
<big>
<big>
-
<!-- * Use 6.034-staff@mit to contact us. -->
 
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* [[Calendar]]
 
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* [[Reference material and playlist]]
 
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* [[Frequently Asked Questions | Frequently asked questions]]
 
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* [[Grading and collaboration policy]]
 
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* [[Demonstrations]]
 
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* [[Labs]] (also known as "problem sets")
 
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* [[MegaRecitation Files|Mega Recitation Files]]
 
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* [[Tutorials | Tutorial assignments]]
 
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* [[Recitations | Recitation assignments]]
 
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* [http://courses.csail.mit.edu/6.034f/Examinations/ Quiz archive]  ([[Index]])
 
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* [[Staff | Staff email addresses]]
 
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</big>
 
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== News ==
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<!-->
 +
===We are pleased to note ...===
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=== Monday, 13 September ===
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...that Bloomberg has listed 6.034 as among [http://www.bloomberg.com/news/articles/2015-06-11/five-of-the-best-computer-science-classes-in-the-country "Five of the Best Computer Science Classes in the U.S."]
 +
<-->
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We have assigned you to a regular recitation if we received your form.  In the usual 3.091 chaos, some forms may have gone missing.  If you are not on the assignment list above, fetch a form from us on Wednesday, fill it out, and make sure it gets into the hands of a TA.
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===Road map:===
-
 
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=== Saturday, 11 September ===
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-
 
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Your tutorial assignment is available via the link above.
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-
 
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We have to start over on recitation assignments because of a miscommunication with the registrar.  Scheduling forms similar to the one you filled out for tutorial assignment will be handed out in Monday's lecture.
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=== Friday, 10 September ===
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-
 
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Lab 0 is available from the "Labs" link above.  It is Due Friday, September 17th.
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-
 
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MegaRecitation Files are available [[MegaRecitation Files|here]].
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Tutorial information will appear on this page over the weekend.
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=== Thursday, 9 September ===
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-
 
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Although there are no regular recitations this week, there will be a mega-recitation in the usual 10 AM slot in 10-250.  Unlike most mega-recitations, which cover quiz problems, this one is a python review.
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=== Wednesday, 8 September ===
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-
 
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If you did not get a tutorial scheduling form, you can get one from a supply just outside Professor Winston's office, 32-151.  Scheduling is proceeding, so return as soon as possible, to Professor Winston's office.
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Lecture are Mondays and Wednesdays at 10 AM in 10-250.  Mega-recitations occur on Fridays at 10 AM in 10-250, the same place and time slot that is occupied by lectures on Mondays and Wednesdays.
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Recitations: R1 (13-5101) or R2 (13-5101) or R3 (13-5101) F1 (24-407) or F2 (24-407) or F3 (24-407)
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'''There will <b>not</b> be any regular recitations this week; they will begin next week.
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'''
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 +
To see how 6.034 outcomes relate to the outcomes of other subjects in the Course 6 curriculum, see the graphical display in the [http://6004.mit.edu/gmap/public.html?focus=6.034 6.034 Curricular Goals Map]
 +
===Logistical stuff:===
 +
* [[Frequently Asked Questions | Frequently asked questions]]
 +
* [[Grading and collaboration policy]]
 +
* [[Staff | Staff email addresses]]
 +
* [[Recitations | Recitation assignments]]
 +
<!--todo: self-service recitation changing page-->
 +
* [[Office Hours | Office Hours]]
 +
* [[Reference material and playlist | What material will be on the quiz?]]
 +
* [http://goo.gl/forms/5Q6X53fNrE Suggestion Box] <!--jmn's 2015 edition-->
<!--
<!--
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==== Times and places of recitations and tutorials ====
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* [https://docs.google.com/spreadsheet/viewform?formkey=dGU5NkkzdGdsLWpITnZxQlJ6UHdDUUE6MQ Suggestion Box] (old)
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Please fill out the [http://doodle.com/tptv9y2bu8qxt6hi Tutorial scheduling form].  You will learn which tutorial you are in by email.
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Unexpectedly, the registrar supplied us with recitation time slots we can live with, so attend at the time and place you were assigned.
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-->
-->
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==== Python ====
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===Reference stuff:===
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The official language of 6.034 is Python for a variety of reasons having little to do with the strengths and weaknesses of the language.  We expect a focused weekend with any of the many Python books would be adequate preparation.  See, for example, the [http://www.amazon.com/gp/bestsellers/books/285856/ref=pd_zg_hrsr_b_1_5_last Amazon list].
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Alternatively, you can follow one of the suggestions of Rob Speer, head 6.034 TA in 2008:
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* [[Calendar]]
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* [http://diveintopython.org Dive into Python] is a well-recommended book that is available online. It's written for experienced programmers who just don't know Python yet. It's meant to quickly take what you already know about other languages and explain how Python does them.
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* [[Reference material and playlist]]
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* At the other end of the spectrum, the text that was used in 6.00 has been expanded into one called ''Think Python''. It's [http://www.greenteapress.com/thinkpython/ online]. It is targeted at people who have not programmed much or at all.
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* [[Labs]] (also known as "problem sets")
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* In the middle is the O'Reilly book ''Learning Python''. MIT has a subscription to O'Reilly, so anyone with an MIT IP address can read the book [http://proquest.safaribooksonline.com/9780596513986/ online].
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* [http://piazza.com/mit/fall2015/6034 Piazza]
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<!--
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* [[Demonstrations]]
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* [http://web.mit.edu/dxh/www/ Dylan's AI Demonstrations]
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=== Friday, December 18 ===
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* [http://courses.csail.mit.edu/6.034f/Examinations/ Quiz archive]
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The registrar has the grades and promises they will be on WEBSIS by the end of the day.
 
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=== Thursday, December 17 ===
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Note that the current TA mailing list is 6.034-2015-support at mit.edu.
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Friends,
 
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<ul>
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<!-- BEGIN OLD REFERENCE MATERIAL
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<li>Final examinations have been examined, and you can examine yours in my office on or after Monday, December 21. By institute rule, you cannot take your final away from the vicinity.
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<li>Alternatively, you can learn your grade via WEBSIS.  We will submit grades tomorrow, and they should be up early next week. 
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<li>Alas, you cannot get your grade any other way. By institute rules, we cannot give out grades by email or by telephone, nor can we post grades. In particular, if you go to the Undergraduate Office, and ask for your grade, you will drive the normally kind, courteous, and helpful Anne Hunter crazy with rage, which will be viciously directed at the 6.034 staff.
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</ul>
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Breakpoints were as follows:
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* [http://web.mit.edu/dxh/www/sigmoid/ Dylan's Grade Calculator]
 +
* [http://logical.ai/6.034/ Quiz archive]
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{| align="center" border="1"
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===2014 Surveys:===
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|
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|Thorough understanding
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|Adequate understanding
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|-
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|Quiz 1
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| &ge; 92
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| &ge; 82
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|-
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|Quiz 2
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| &ge; 93
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| &ge; 82
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|-
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|Quiz 3
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| &ge; 88
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| &ge; 75
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|-
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|Quiz 4
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| &ge; 80
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| &ge; 65
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|-
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|Quiz 5
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| &ge; 84
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| &ge; 72
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|}
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PHW
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* [http://courses.csail.mit.edu/6.034f/2014polls/Workload.pdf End of term workload survey] 
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=== Sunday, December 13 ===
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* [http://courses.csail.mit.edu/6.034f/2014polls/FrancisChen.pdf Francis Chen's confidence survey, Executive Summary] 
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We of the staff would much appreciate your thoughts on the subject expressed via the
 
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[https://sixweb.mit.edu/student/evaluate/6.034-f2009 Underground guide].
 
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We would also appreciate notes downstream from those who find the 6.034 experience valuable after graduation.
 
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=== Saturday, December 12 ===
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* [[TA Notes | Notes]] on most of the primary topics
 +
* [[Recitation Handouts]]
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* [[Objectives and desired outcomes | Statement of objectives and desired outcomes]]
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Extra Office hours are tentatively scheduled for the following times:
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([[Index]])
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* Sunday Dec 13 5-7pm    [1-132] (Yuan)
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Note that the TA address is: 6.034-2013-staff@mit.edu
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* Monday Dec 14 4-6pm    [32-144?]  (Gremio)
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* Tuesday Dec 15 5-7pm    [32-144?]  (Olga & Yuan)
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We'll post a note if there is a room change.
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This address, used a year ago, is now a black hole: fa13-6.034-staff@mit.edu
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=== Wednesday, December 9 ===
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-->
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There will be no recitations or mega-recitations this Thursday and Friday. 
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<!--===Recitation assignment:===
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In their place there will be final review sessions:
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* Part 1 review: Thursday 3-5pm
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Ignore the registrar's assignment.  Fill in this
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* Part 2 review: Friday  1-3pm
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[[media:signup.pdf | form]]
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* Part 3 review: Friday  3-5pm
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and put it in the plastic bin outside Professor Winston's office, 32-251.
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* Part 4 review: Friday  5-7pm
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-->
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* Part 5 review: Saturday 1-3pm
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== News ==
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These are in 32-141.
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=== 30 September 2015 ===
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=== Thursday, December 3 ===
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Quiz 1 will be returned in recitations next Monday and Tuesday.  After Tuesday, you may pick up your quiz from [http://aurellem.org/6.868/32-251.jpg Prof. Winston's office] when he is in. Thresholds are:
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Quizzes have been graded and will be returned in recitation, then tutorial, then only from PHW's office.
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Breakpoints for Quiz 4:
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{| cellpadding=2 border=1 cellspacing=2
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{| align="center" border="1"
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|
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|Thorough understanding
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|Adequate understanding
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|-
|-
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|Problem 1
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| ||Thorough understanding (5) ||Acceptable understanding (4)|| Some understanding (3) / needs work
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| &ge; 42
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|-  
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| &ge; 35
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| style="text-align:left;" | Problem 1: Rule-Based Systems || ≥ 35 || ≥ 31 || ≥ 26
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|-
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|Problem 2
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| &ge; 41
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| &ge; 35
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|-
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|Overall
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| &ge; 84
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| &ge; 71
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|}
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One point for full disclosure on cover page
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=== Wednesday, November 25 ===
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Lab 5 online testing still does not work --- we're in contact with the scripts team attempting a fix.
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Lab 4 grades are still 0s for everyone.  This will likely be resolved shortly after the Thanksgiving break.
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Enjoy your holiday!
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=== Saturday, November 14 ===
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New draft notes on boosting are now available via [[Reference material and playlist]] link. Also, a new version of the demonstration with improved GUI is available via [[Demonstrations]] link.
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=== Tuesday, November 10 ===
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Since Monday tutorials were canceled due to the Quiz, Monday students should attend any of the regularly-scheduled Tuesday
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tutorials.
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The tutorial times and locations are posted on the website:
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[http://ai6034.mit.edu/fall09/index.php?title=Tutorials Tutorials]
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=== Monday, November 9 ===
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Quizzes have been graded and will be returned in recitation, then tutorial, then only from PHW's office.
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Breakpoints for Quiz 3:
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{| align="center" border="1"
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|
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|Thorough understanding
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|Adequate understanding
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|-
|-
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|Problem 1
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| style="text-align:left;" | Problem 2: Search || ≥ 26 || ≥ 22 || ≥ 18
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| &ge; 43
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| &ge; 37
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|-
|-
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|Problem 2
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| style="text-align:left;" | Problem 3: Games || ≥ 27 || ≥ 23 || ≥ 20
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| &ge; 33
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| &ge; 25
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|-
|-
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|Overall
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| style="text-align:left;" |Total || ≥ 88 || ≥ 76 || ≥ 64
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| &ge; 76
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| &ge; 62
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|}
|}
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Note that the corresponding portion of the final is likely to include a straightforward neural net question and a problem that requires an understanding of mutation and crossover.
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=== 29 September 2015 ===
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=== Wednesday, October 21 ===
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Quiz 1 is tomorrow during class time (10 AM).  Half of you will take the quiz in Walker, half in 10-250, enabling less crowded conditions. Locations:
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Quizzes have been graded and will be returned in recitation, then tutorial, then only from PHW's office.
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* Family name A-L: Walker, 3rd floor
 +
* Family name M-Z: 10-250
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Breakpoints for Quiz 2:
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=== 24 September 2015 ===
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{| align="center" border="1"
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Final has been scheduled for Wednesday, 16 December, 9am-12pm, Johnson.
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|
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|Thorough understanding
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|Adequate understanding
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|-
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|Problem 1
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| &ge; 45
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| &ge; 37
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|-
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|Problem 2
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| &ge; 45
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| &ge; 40
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|-
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|Overall
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| &ge; 90
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| &ge; 77
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|}
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=== Tuesday, October 20 ===
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The Quiz 2 tomorrow is in 10-250 and starts at 10am sharp. Open book, open notes, but no computers of any kind.
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It will cover Games and Constraint Satisfaction Problems.
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=== Sunday, October 12 ===
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=== 23 September 2015 ===
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Due to there being no Tuesday schedule, there will be an extra tutorial on Tuesday.
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It will be from 8-9pm in 32-124.
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Good news! If you have been unable to submit labs through Windows, we have found a solution. The source of the problem is Python versions 2.6.5 through 2.7.3. The recommended solution is to install a version of Python >= 2.7.4 or <= 2.6.4; we recommend the latest stable release, Python 2.7.10.
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=== Thursday, October 8 ===
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Because of the confluence of a Monday holiday and family weekend in the same week, the schedule next week is highly unusual.  As indicated on the calendar, there will be lectures on Tuesday and Friday.  Also, there will be no megarecitation next week, because of insufficient accumulation of material to cover.
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=== 19 September 2015 ===
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Lab 3 is out (short but difficult):
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The online tester for Lab 2 is now live!  If you have already downloaded the files for Lab 2, you will need to add a patch to lab2.py.  Simply copy all the lines from [http://web.mit.edu/6.034/www/labs/lab2/patch.txt patch.txt] and paste them at the bottom of your lab2.py file.  (If you have not yet downloaded Lab 2, the files in lab2.zip and online are already up-to-date as of 4pm today, so no need to patch.)
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  http://ai6034.mit.edu/fall09/index.php?title=Lab_3
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Resubmit lab 2 if you did not download a new tests.py on Saturday and resubmit with it already. Older submissions are invalid, and you're likely to have a zero on the lab, which you can check at https://ai6034.mit.edu:444/fall09/tester/
+
Second, we are trying to understand our tester's incompatibility with certain combinations of Windows and Python versions. If you have successfully or unsuccessfully submitted a lab on Windows, you can help us by telling us your Windows and Python versions using [http://goo.gl/forms/33pHVWlwIM this form], or by e-mail to jmn@.
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=== Thursday, October 1 ===
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=== 16 September 2015 ===
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Quizzes have been graded and will be returned in recitation, then tutorial, then only from PHW's office.
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If you wish to try out the Genesis story understanding system, you can [http://groups.csail.mit.edu/genesis/ load it] using Java's Webstart feature.
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Breakpoints for Quiz 1:
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=== 13 September 2015 ===
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{| align="center" border="1"
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We have finished assigning recitation sections based on your preferences and have sent welcome e-mails to each section. If you have not received an e-mail, or if you would like to view/switch your recitation at any time, you can visit http://ai6034.mit.edu/recitation (certificates required).
-
|
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|Thorough understanding
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|Adequate understanding
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|-
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|Problem 1
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| &ge; 43
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| &ge; 37
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|-
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|Problem 2
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| &ge; 46
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| &ge; 38
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|-
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|Overall
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| &ge; 89
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| &ge; 75
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|}
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=== September 29nd ===
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The Quiz tomorrow is in 10-250 and starts at 10am sharp.  Open book, open notes, but no computers of any kind.
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You are welcome to attend multiple recitations if you like; in any case, we'll use your official recitation to return quizzes to you.
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=== September 22nd ===
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===June 2015===
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In response to the large class size, we're very fortunate to be able to
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<table border=1 cellspacing=0 cellpadding=10">
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bring in Prof. Robert Berwick as a third recitation instructor, adding two
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<tr><td>
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sectionsFor now we'll rely on you to rebalance yourselves.
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In the fall semester of 2015, 6.034 will meet Monday, Wednesday, and Friday from 10 to 11.   
 +
Most, but not all of Professor Winston's lectures will be on Monday and Wednesday. 
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On many, but not all Fridays, you will learn about what is happening in the field right now from someone who is doing work right now in an area related to the Monday and Wednesday lectures.
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The eight recitations now offered are listed belowThe first two Thursday
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Examinations will cover material from the traditional lectures as well as the right-now lecturesIt will be extremely difficult to field questions on the right-now material if you do not attend the right-now lectures because the material is not yet in textbooks or, in many cases, published papers.
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recitations are new, and are likely to have fewer people at first, so you
+
-
will get a more focused experience.  Please attend whichever one best fits
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your schedule.
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  Thursdays 11am 36-156
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Recitations (previously known as "tutorials") will meet weekly on Monday and Tuesday. On the first day of class, you will fill out a form that will enable us to assign you to a recitation.
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Thursdays noon 36-156
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Thursdays  1pm 24-407
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Thursdays  2pm 24-407
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Thursdays  3pm 24-407
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Fridays    1pm 26-210
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Fridays    2pm 26-210
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Fridays    3pm 26-210
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-
=== September 15th ===
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6.034 is no longer offered in the spring term.
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There is a new [http://web.mit.edu/6.034/www/labs/lab0/tester.py tester.py] which lets you just run that module to do local tests, and if those succeed, to submit, all in one go.  If you're running up against the clock, remember to submit using either the command line or test_online() even if you don't pass the local tests though!  Partial credit is better than none.
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More details will emerge during the first lecture on Wednesday, 9 September 2014.
-
 
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</td></tr></table>
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A short conversation about [[Mutation]]
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-
 
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=== September 14th ===
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Note the addition of of a calendar, with locked down Quiz dates, along with a table of reference materials.  These will be integrated, once we figure out how.
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=== September 11th ===
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Our email list is incomplete and does not include, for example, late-registering students, so if
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you have not received email from us, please email the [[Staff]] and be sure
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to monitor our web page for announcements during the coming week.
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-
 
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Professor Teller's subject, 6.142, has moved to an 11am start time to
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accommodate students who want to take both 6.142 and 6.034.
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We will have either tutorials or open office hours on Monday,  
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depending on whether the registrar can get rooms for us by then.
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The locations will be announced during lecture. 
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Preliminary tutorial assignments are now available: [[Tutorials]]
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The notes from today are available: [http://web.mit.edu/6.034/www/Mr1-basics.py] [http://web.mit.edu/6.034/www/Mr1-points.py] [http://web.mit.edu/6.034/www/Mr1-gotchas.py]
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-
 
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=== September 10th ===
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Lab 0 is now available.
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Please '''do''' bring a laptop to the mega-recitation tomorrow, if you have one.
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Download Python '''2.6''' from [http://www.python.org/download python.org] -- do not download 3.1, as it will be incompatible with some of the software we hand out.  This download also includes the IDLE program, which we will demonstrate tomorrow.
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-
 
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=== September 9th ===
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[http://doodle.com/tptv9y2bu8qxt6hi Give us your tutorial availability] please.
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-
 
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There will be no regular recitations this week.  There is a mega-recitation, however.
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-
 
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The slides (missing from lecture today) are now [http://ai6034.mit.edu/fall09/images/6.034-lecture-1.pdf available].
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The first mega-recitation, on Friday, September 11th, will be a refresher on the Python programming language.
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-
 
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-
-->
+

Revision as of 23:07, 30 September 2015

Image:Evolve.jpg
Somewhere, something went wrong.

Contents

Welcome to the 2015 Edition of 6.034


Road map:

To see how 6.034 outcomes relate to the outcomes of other subjects in the Course 6 curriculum, see the graphical display in the 6.034 Curricular Goals Map

Logistical stuff:

Reference stuff:

  • Labs (also known as "problem sets")


Note that the current TA mailing list is 6.034-2015-support at mit.edu.


News

30 September 2015

Quiz 1 will be returned in recitations next Monday and Tuesday. After Tuesday, you may pick up your quiz from Prof. Winston's office when he is in. Thresholds are:

Thorough understanding (5) Acceptable understanding (4) Some understanding (3) / needs work
Problem 1: Rule-Based Systems ≥ 35 ≥ 31 ≥ 26
Problem 2: Search ≥ 26 ≥ 22 ≥ 18
Problem 3: Games ≥ 27 ≥ 23 ≥ 20
Total ≥ 88 ≥ 76 ≥ 64

29 September 2015

Quiz 1 is tomorrow during class time (10 AM). Half of you will take the quiz in Walker, half in 10-250, enabling less crowded conditions. Locations:

  • Family name A-L: Walker, 3rd floor
  • Family name M-Z: 10-250

24 September 2015

Final has been scheduled for Wednesday, 16 December, 9am-12pm, Johnson.

23 September 2015

Good news! If you have been unable to submit labs through Windows, we have found a solution. The source of the problem is Python versions 2.6.5 through 2.7.3. The recommended solution is to install a version of Python >= 2.7.4 or <= 2.6.4; we recommend the latest stable release, Python 2.7.10.

19 September 2015

The online tester for Lab 2 is now live! If you have already downloaded the files for Lab 2, you will need to add a patch to lab2.py. Simply copy all the lines from patch.txt and paste them at the bottom of your lab2.py file. (If you have not yet downloaded Lab 2, the files in lab2.zip and online are already up-to-date as of 4pm today, so no need to patch.)

Second, we are trying to understand our tester's incompatibility with certain combinations of Windows and Python versions. If you have successfully or unsuccessfully submitted a lab on Windows, you can help us by telling us your Windows and Python versions using this form, or by e-mail to jmn@.

16 September 2015

If you wish to try out the Genesis story understanding system, you can load it using Java's Webstart feature.

13 September 2015

We have finished assigning recitation sections based on your preferences and have sent welcome e-mails to each section. If you have not received an e-mail, or if you would like to view/switch your recitation at any time, you can visit http://ai6034.mit.edu/recitation (certificates required).

You are welcome to attend multiple recitations if you like; in any case, we'll use your official recitation to return quizzes to you.

June 2015

In the fall semester of 2015, 6.034 will meet Monday, Wednesday, and Friday from 10 to 11. Most, but not all of Professor Winston's lectures will be on Monday and Wednesday. On many, but not all Fridays, you will learn about what is happening in the field right now from someone who is doing work right now in an area related to the Monday and Wednesday lectures.

Examinations will cover material from the traditional lectures as well as the right-now lectures. It will be extremely difficult to field questions on the right-now material if you do not attend the right-now lectures because the material is not yet in textbooks or, in many cases, published papers.

Recitations (previously known as "tutorials") will meet weekly on Monday and Tuesday. On the first day of class, you will fill out a form that will enable us to assign you to a recitation.

6.034 is no longer offered in the spring term.

More details will emerge during the first lecture on Wednesday, 9 September 2014.

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