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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>
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== '''Welcome to the 2015 Edition of 6.034'''==
 +
 
 +
<big>
 +
 
 +
<!-->
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===We are pleased to note ...===
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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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===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 [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-->
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* [[Office Hours | Office Hours]]
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* [[Reference material and playlist | What material will be on the quiz?]]
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* [http://goo.gl/forms/5Q6X53fNrE Suggestion Box] <!--jmn's 2015 edition-->
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<!--
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* [https://docs.google.com/spreadsheet/viewform?formkey=dGU5NkkzdGdsLWpITnZxQlJ6UHdDUUE6MQ Suggestion Box] (old)
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-->
 +
 
 +
===Reference stuff:===
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* [[Problem sets]]
 
* [[Calendar]]
* [[Calendar]]
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* Tips for [[using DrScheme]]
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* [[Staff]]
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* [[Reference material and playlist]]
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* [[Tutorial assignments]]
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* [[Recitation assignments]]
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* [[Labs]] (also known as "problem sets")
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* [[Frequently Asked Questions]]
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 +
* [http://piazza.com/mit/fall2015/6034 Piazza]
 +
 
* [[Demonstrations]]
* [[Demonstrations]]
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== News ==
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* [http://web.mit.edu/dxh/www/ Dylan's AI Demonstrations]
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__NOTOC__
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=== October 12, 2006 ===
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Lectures for Oct 18 and Oct 23 have been swapped. Calendar reflects change.
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=== October 12, 2006 ===
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'''[[Problem set 3]]''' has been released, covering constraint propagation and game search. It's due next Wednesday, October 18.
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=== October 11, 2006 ===
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* [http://courses.csail.mit.edu/6.034f/Examinations/ Quiz archive]
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Automatic grades for Problem Set #2 have been sent out. If the email is blank, you did not submit anything for the pset. If you submitted late, but did not email 6.034-tas, then do that now.  If you did not receive a grade, it is possible we don't know you're taking the class.  Send an email to 6.034-tas.
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=== September 28, 2006 ===
 
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====[[Problem set 2]]====
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Note that the current TA mailing list is 6.034-2015-support at mit.edu.
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[[Problem set 2]] is out. It's due Wednesday, October 4.
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We've now written up a [[problem set grading policy]], which tells you things like:
 
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* How to submit a problem set late (for a 25% penalty)
 
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* What GraderBot does
 
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* Why you should run the tester and make sure it runs successfully before you submit
 
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====Quiz 1 results====
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<!-- BEGIN OLD REFERENCE MATERIAL
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6.034 never calculates class averages, because it is not graded on a curve. However, you can use this table to assess how you did on quiz 1.
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* [http://web.mit.edu/dxh/www/sigmoid/ Dylan's Grade Calculator]
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{| cellpadding=5 border=1 cellspacing=0 style="font-family: Times New Roman, Times, serif; clear: right;" align="center" width="75%"
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* [http://logical.ai/6.034/ Quiz archive]
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|- align=left
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! Problem !! Max. points !! Thorough understanding !! Acceptable understanding !! Needs help
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===2014 Surveys:===
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* [http://courses.csail.mit.edu/6.034f/2014polls/Workload.pdf End of term workload survey] 
 +
 
 +
* [http://courses.csail.mit.edu/6.034f/2014polls/FrancisChen.pdf Francis Chen's confidence survey, Executive Summary] 
 +
 
 +
 
 +
 
 +
* [[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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([[Index]])
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Note that the TA address is: 6.034-2013-staff@mit.edu
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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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-->
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<!--===Recitation assignment:===
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Ignore the registrar's assignment.  Fill in this
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[[media:signup.pdf | form]]
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and put it in the plastic bin outside Professor Winston's office, 32-251.
 +
-->
 +
== News ==
 +
 
 +
=== 18 November 2015 ===
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Quiz 3 will be returned in recitations next Monday and Tuesday. After Tuesday, you may pick up your quiz from Professor Winston's office ([http://aurellem.org/6.868/32-251.jpg 32-251]) when he is in, or contact your TA to arrange a pick-up. Thresholds are:
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{| cellpadding=2 border=1 cellspacing=2
|-
|-
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|1 (Search) || 50 || &ge; 37 || &ge; 30 || &lt; 30
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| ||Thorough understanding (5) ||Acceptable understanding (4)|| Some understanding (3) / needs work
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|-
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| style="text-align:left;" | Problem 1: Neural Nets || ≥ 44 || ≥ 39 || ≥ 32
|-
|-
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|2A (Backward chaining) || 20 || &ge; 16 || &ge; 10 || &lt; 10
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| style="text-align:left;" | Problem 2: Support Vector Machines || ≥ 45 || ≥ 41 || ≥ 34
|-
|-
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|2B.1 (Forward chaining) || 20 || &ge; 18 || &ge; 16 || &lt; 16
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| style="text-align:left;" |Total || ≥ 89 || ≥ 80 || ≥ 66
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|-
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|}
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|2B.2 (Infinite loop) || 10 ||colspan=3| If you got this problem correct, consider it a bonus to the entire quiz.
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{| cellpadding=2 border=1 cellspacing=2
|-
|-
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|Total || 100 || &ge; 71 || &ge; 56 || &lt; 56
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| ||Thorough understanding (5) ||Acceptable understanding (4)|| Some understanding (3) / needs work
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|-
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| style="text-align:left;" |Spiritual and right-now || ≥ 5 || ≥ 4 || ≥ 3
|}
|}
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=== September 27, 2006 ===
 
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There is no mega-recitation this week.
 
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You can pick up your graded quizzes in your recitation on Thursday or Friday, or at Prof. Winston's office (32-251).
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=== 17 November 2015 ===
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=== September 26, 2006 ===
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Quiz 3 is tomorrow during class time (10 AM)Locations are the same as for Quiz 1:
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Tutorial hours will be held on Tuesday this weekMonday was a student holiday so Monday students can go to ANY Tuesday tutorial they can make.  The tutorials will be a quiz review for Wednesday's quiz.  Bring questions about material you're unsure about.
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* Family name A-L: Walker, 3rd floor
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* Family name M-Z: 10-250
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The exam will cover the material learned so far in the course, which can be found at [[Calendar]].  Exam questions are quite like what you've seen in mega-recitation and tutorials.  Past exams can be accessed at:
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=== 23 October 2015 ===
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[http://courses.csail.mit.edu/6.034/Fall/Examinations/]
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The terminology has changed over the past several years, and no previous 6.034 class has been in this format with four quizzes, so the mega-recitation still provides the best example problems for quizzes.
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Quiz 2 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, or contact your TA to arrange a pick-up. Thresholds are:
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In particular, we will not use the terms "trigger" and "visited list" this year, the quiz will be shorter than previous years' Quiz 1, and it will of course only cover topics we've covered in the class so far.
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{| cellpadding=2 border=1 cellspacing=2
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|-
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| ||Thorough understanding (5) ||Acceptable understanding (4)|| Some understanding (3) / needs work
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|-
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| style="text-align:left;" | Problem 1: Constraint Satisfaction Problems || ≥ 44 || ≥ 40 || ≥ 35
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|-
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| style="text-align:left;" | Problem 2: ID Trees & k-Nearest Neighbors || ≥ 45 || ≥ 40 || ≥ 35
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|-
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| style="text-align:left;" |Total || ≥ 89 || ≥ 80 || ≥ 70
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|}
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=== September 25, 2006 ===
 
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Reminder: There will be an in-lecture quiz on Wednesday,September 27.  As always in 6.034, the quiz will be open book and open notes; bring anything you want within reason.  Laptops are not considered within reason.
 
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=== September 22, 2006 ===
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{| cellpadding=2 border=1 cellspacing=2
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[[Problem set 1]] has been graded, and the grades were e-mailed out by GraderBot. If you haven't received any grade e-mails yet, we might not know you're in the class, so [mailto:6.034-tas@mit.edu e-mail the TAs].
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|-
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| ||Thorough understanding (5) ||Acceptable understanding (4)|| Some understanding (3) / needs work
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|-  
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| style="text-align:left;" |Spiritual and right-now || ≥ 5 || ≥ 4 || ≥ 3
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|}
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The [http://web.mit.edu/6.034/psets-f06/ps0 solutions to pset 0] and [http://web.mit.edu/6.034/psets-f06/ps1 solutions to pset 1] have been released.
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=== 20 October 2015 ===
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=== September 19, 2006 ===
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Quiz 2 is tomorrow during class time (10 AM).  If you were in Walker for the first quiz, you will be in 10-250, and vice versa. Thus, locations are:
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An erratum has been added to [[Problem set 1]], clarifying some inconsistency in the use of the word "trigger".
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* Family name A-L: 10-250
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* Family name M-Z: Walker, 3rd floor
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=== September 17, 2006 ===
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=== 30 September 2015 ===
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Grades for PS0 have been e-mailed out.
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If you didn't receive a grade, it may be that we haven't graded your problem set yet. It could be because we don't know your Athena username, or because you submitted it late, in which case it will be sent out in a second round of grading.
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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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(If you are listed on [[Tutorial assignments]] with an address that isn't @mit.edu, please [mailto:6.034-tas@mit.edu let us know] your Athena username. If you are a cross-registered student, you are supposed to be able to acquire an Athena username.)
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{| cellpadding=2 border=1 cellspacing=2
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|-
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| ||Thorough understanding (5) ||Acceptable understanding (4)|| Some understanding (3) / needs work
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|-
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| style="text-align:left;" | Problem 1: Rule-Based Systems || ≥ 35 || ≥ 31 || ≥ 26
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|-
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| style="text-align:left;" | Problem 2: Search || ≥ 26 || ≥ 22 || ≥ 18
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|-
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| style="text-align:left;" | Problem 3: Games || ≥ 27 || ≥ 23 || ≥ 20
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|-
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| style="text-align:left;" |Total || ≥ 88 || ≥ 76 || ≥ 64
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|}
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=== September 14, 2006 ===
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=== 29 September 2015 ===
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Mega-Recitation will be held tomorrow, Friday 11AM-Noon, in 32-123. 
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[[Problem set 1]] has been released.
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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:
 +
* Family name A-L: Walker, 3rd floor
 +
* Family name M-Z: 10-250
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=== September 13, 2006 ===
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=== 24 September 2015 ===
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[[Problem set 0]] is due at midnight tonight.
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Thursday recitation room assignments have been made.  Check the [[Recitation assignments]] page for where your section will meet.
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Final has been scheduled for Wednesday, 16 December, 9am-12pm, Johnson.
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=== September 12, 2006 ===
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=== 23 September 2015 ===
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Recitations have been assigned.  Check the [[Recitation assignments]] page for which one you're in. 
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Some of the tutorials that meet on Monday have been assigned different rooms since yesterdayCheck the updated [[tutorial assignments]] page for permanent room assignments.
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Good news! If you have been unable to submit labs through Windows, we have found a solutionThe 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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=== September 8, 2006 ===
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=== 19 September 2015 ===
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Tutorials have been assigned. Check the [[tutorial assignments]] page for which one you're in.
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Recitations will be assigned by Wednesday.
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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.)
-
=== September 5, 2006 ===
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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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Based on discussions with students from previous years, we are introducing several changes
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in the fall, 2006 version of 6.034, including the following:
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==== Quizzes and evaluations ====
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=== 16 September 2015 ===
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This year, we will have 4 quizzes instead of 2, so as to both reduce time pressure and
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-
test less material per quiz.
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The final will be organized into parts corresponding to the quizzes.  If you have a bad day
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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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on one of the quiz days, you can make up for it on the final, as we propose to give you
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the higher of the two grades.
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All quizzes and the final are open book, open notes, open problem sets and solutions,
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=== 13 September 2015 ===
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open everything, except for computers.
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==== Tutorials and recitations ====
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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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As in previous years, we will have tutorials on Mondays and Tuesdays and recitations on
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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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Thursdays and Fridays.  In addition, this year we are introducing the concept of a
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megarecitation, to be held 11&#150;12 on Fridays. Roughly, the purpose of each element is
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as follows:
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<table cellpadding=5 border=1><tr><td>
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===June 2015===
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<b>Element</b> </td><td><b>Purpose</b>
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</td></tr><tr><td>Lectures: </td><td>To introduce most of the material and provide the big picture
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</td></tr><tr><td>Tutorials: </td><td>To provide help with the homework and assess understanding
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</td></tr><tr><td>Mega recitation: </td><td>To demonstrate how to work problems of the kind that tend to show up on the quizzes
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</td></tr><tr><td>Regular recitations </td><td>To introduce some of the material, answer questions, provide additional
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-
perspective, and be a venue small enough for discussion
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</td></tr></table>
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==== Times and places of recitations and tutorials ====
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<table border=1 cellspacing=0 cellpadding=10">
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We will ask you to fill out a schedule form in the first lecture so that we can make
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<tr><td>
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assignments.  Ignore the times listed by the registrar.
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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. 
 +
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.
-
There will be no tutorials, regular recitations, or megarecitation during the first week
+
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.
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of class, the week of September 4.
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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.
 +
 
 +
6.034 is no longer offered in the spring term.
 +
 
 +
More details will emerge during the first lecture on Wednesday, 9 September 2014.
 +
</td></tr></table>

Revision as of 04:13, 19 November 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

18 November 2015

Quiz 3 will be returned in recitations next Monday and Tuesday. After Tuesday, you may pick up your quiz from Professor Winston's office (32-251) when he is in, or contact your TA to arrange a pick-up. Thresholds are:

Thorough understanding (5) Acceptable understanding (4) Some understanding (3) / needs work
Problem 1: Neural Nets ≥ 44 ≥ 39 ≥ 32
Problem 2: Support Vector Machines ≥ 45 ≥ 41 ≥ 34
Total ≥ 89 ≥ 80 ≥ 66


Thorough understanding (5) Acceptable understanding (4) Some understanding (3) / needs work
Spiritual and right-now ≥ 5 ≥ 4 ≥ 3


17 November 2015

Quiz 3 is tomorrow during class time (10 AM). Locations are the same as for Quiz 1:

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

23 October 2015

Quiz 2 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, or contact your TA to arrange a pick-up. Thresholds are:

Thorough understanding (5) Acceptable understanding (4) Some understanding (3) / needs work
Problem 1: Constraint Satisfaction Problems ≥ 44 ≥ 40 ≥ 35
Problem 2: ID Trees & k-Nearest Neighbors ≥ 45 ≥ 40 ≥ 35
Total ≥ 89 ≥ 80 ≥ 70


Thorough understanding (5) Acceptable understanding (4) Some understanding (3) / needs work
Spiritual and right-now ≥ 5 ≥ 4 ≥ 3

20 October 2015

Quiz 2 is tomorrow during class time (10 AM). If you were in Walker for the first quiz, you will be in 10-250, and vice versa. Thus, locations are:

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

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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