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== '''Welcome to the 2013 Edition of 6.034'''==
 
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This is the site for 6.034 Artificial Intelligence, Fall 2013, with Professor Patrick Winston.
 
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<!--
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== '''Welcome to the 2016 Edition of 6.034'''==
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'''As a 6.034 student, you are responsible for knowing all of the policies described on this website.'''
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===Logistical stuff:===
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You should familiarize yourself with the [[Frequently Asked Questions | FAQs]] and [[Grading and collaboration policy | grading policy]].
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If you ask questions that are answered here, or complain about not knowing about policies or resources, the staff will be annoyed.
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-->
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<big>
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Logistical stuff:
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* [[Frequently Asked Questions | Frequently asked questions]]
* [[Frequently Asked Questions | Frequently asked questions]]
* [[Grading and collaboration policy]]
* [[Grading and collaboration policy]]
* [[Staff | Staff email addresses]]
* [[Staff | Staff email addresses]]
-
* [[Tutorials | Tutorial assignments]]
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* [[Recitations | Recitation assignments]]
* [[Office Hours | Office Hours]]
* [[Office Hours | Office Hours]]
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<!--
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* [[Reference material and playlist | What material will be on the quiz?]]
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* [[Recitations | Recitations]]
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* [http://goo.gl/forms/5Q6X53fNrE Suggestion Box]
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* [https://docs.google.com/spreadsheet/viewform?formkey=dGU5NkkzdGdsLWpITnZxQlJ6UHdDUUE6MQ Suggestion Box]
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-->
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Reference stuff:
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===Reference stuff:===
* [[Calendar]]
* [[Calendar]]
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* [[Labs]] (also known as "problem sets")
* [[Labs]] (also known as "problem sets")
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<!--
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* [http://piazza.com/mit/fall2016/6034 Piazza]
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* [[TA Notes | Notes]] on most of the primary topics
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<!-- fix: * '''NEW:''' [http://web.mit.edu/6.034/www/sigmoid/ Grade Calculator] -->
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-->
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* [[Demonstrations]]
* [[Demonstrations]]
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<!--
 
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* [[Recitation Handouts]]
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* [http://web.mit.edu/dxh/www/ Dylan's AI Demonstrations]
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-->
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* [http://courses.csail.mit.edu/6.034f/Examinations/ Quiz archive]
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* [http://courses.csail.mit.edu/6.034f/Examinations/ Quiz archive]
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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 current staff mailing list is '''6.034-2016-staff''' at mit.edu.
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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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== News ==
== News ==
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===26 September 2013===
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===21 September 2016: Final date announced===
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Quiz 1 will be returned in tutorials Monday and Tuesday.  Thresholds are:
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-
{| align="center" border="1"
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We have just learned that the 6.034 final will be Tuesday, 20 December 2016, 1:30 to 4:30.  Conflict exam schedule will not be set until just after drop date.
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|
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-
|Thorough understanding
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-
|Adequate understanding
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-
|Needs work
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-
|-
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|Problem 1 Rule-based systems
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-
| &ge; 47
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| &ge; 42
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| &ge; 36
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-
|-
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|Problem 2 Search
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| &ge; 40
+
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| &ge; 34
+
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| &ge; 26
+
-
|-
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|Total
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-
| &ge; 87
+
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| &ge; 76
+
-
| &ge; 62
+
-
|-
+
-
|}
+
 +
===15 September 2016: Lab 2 released; Lab 0 solution + office hours posted===
-
===23 September 2013===
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Three announcements:
-
Location for the first quiz: if your family name starts with:
+
1. [[Lab 2]], on basic search (yesterday's lecture) and optimal search (tomorrow's lecture), has been released.  Lab 2 is due by Thusday, September 22 at 10:00pm.  Labs 1 and 2 are due in the same week, so we recommend working on them in parallel.  You can think of them as one longer lab, split into two separately graded sections.
-
'''A-L''', you will take the quiz in 10-250.
+
2. The solution to Lab 0 is now viewable (and downloadable) online:
 +
http://web.mit.edu/6.034/www/labs/lab0_solution.py
-
'''M-Z''', you will take the quiz in Walker, 50-340.
+
Although we generally will not post lab solutions, we are providing this one for Lab 0 to demonstrate some useful implementation techniques that may come in handy for future labs, as well as few fun Python tricks.
-
As with all 6.034 quizzes, the quiz is open book, open notes --- you may bring any written material to the exam you like, and you may bring a calculator (but we don't expect you'll need one.)
+
3. The weekly [[Office Hours|office hour schedule]] for the semester is available.  Room numbers will be added to the page as we receive them from the scheduling office.  Throughout the semester, the page will be updated with any last-minute changes to office-hour times or locations.
-
===19 September 2013===
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===14 September 2016: 3-unit add-on subject - Important announcements===
 +
A couple of announcements regarding the 3-unit add-on section taught on
 +
Fridays.
-
The registrar has scheduled the 6.034 final for Thursday, 19 December, 9-12, Johnson.
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1. If you would like to get credit for it, please register on-line in
 +
the usual way (using the Registrar's link) using the subject number
 +
6.S063.
-
===18 September 2013===
+
2. We will have 2 Friday sessions, 2pm and 3pm.  For people who came
 +
last time and filled in preference forms, it appears that we will have
 +
enough space so that you can attend the time you prefer, either 2 or 3
 +
pm, without having to re-assign anyone or run a lottery.  If you didn't
 +
come last week and want to sign up, you still can. Listeners are
 +
welcome.
-
Clarification:
+
We're still waiting for the numbers to stabilize, so for this week we
 +
will hold both the 2pm and 3pm sections in 10-250.  We will most likely
 +
move to more reasonably sized rooms after this week.
-
Quiz 1 is as originally scheduled, Wednesday, 25 September, 2013.
+
===12 September 2016: Lab 1 released===
 +
[[Lab 1]], on rule-based systems, has been released.  It is due by next Tuesday, September 20, at 10:00pm.
-
Quizzes 2, 3, and 4 are all delayed two days, from Wednesdays to Fridays:
+
===10 September 2016: Recitation assignments===
 +
...are now available via the [https://ai6034.mit.edu:444/recitation/ Recitation Self-Service page] (certificates required).  If you have not been assigned to a section, please use the page to join one.
-
25 October  2013
+
===Summer 2016===
-
15 November 2013
+
-
6  December 2013
+
-
These changes were made so that we can use Walker as well as 10-250, making the quiz taking experience even more enjoyable.  You will all have 10-250 for two quizzes and Walker for the other two.
+
====New opportunity in 2016====
-
===12 September 2013===
+
The 2016 edition of 6.034 will offer an optional 3-unit add-on set of lectures given by Professor Robert C. Berwick. This addition will supplement the main lectures and recitations because it will focus on the science side of 6.034, addressing long-standing scientific questions and biological intelligence, rather than existing tools for building applications.  Evolution and  human language will be emphasized. 
-
Lecture tomorrow, Friday, is a lightning review of basic search, from depth first to the role of extended listsSome of you have seen this material more than once and may have other things to do. We will presume you know the material and quiz questions that focus on other material may involved it by way of comparisons.
+
The add on is scheduled to meet on Fridays, either 2-3pm or 3-4pm, in room 36-372<!--You can express interest via [https://docs.google.com/forms/d/e/1FAIpQLSdy_71vzWWNJLM4eiBUMOjbIVxs93D4b-5HE-gKoJ1Chyq2Lg/viewform the recitation request form].-->
-
===9 September 2013===
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====We are pleased to note ...====
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We have set up a mailing list for the TAs: 6.034-2013-staff@mit.edu
+
...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."]
-
[http://web.mit.edu/newsoffice/2013/center-for-brains-minds-and-machines-0909.html Announcement of New Center for Collaborative Research on Intelligence]
+
What they meant to say is that 6.034 has had outstanding TAs. Among them is head-TA
 +
Jessica Noss, the 2016 winner of the EECS Carlton E.  Tucker Award for outstanding
 +
teaching as a graduate-student teaching assistant.
-
===5 September 2013===
+
====Road map====
-
We have sent the following message to the registrar's class list, but as of this moment, you may not get it that way because the registrar has not yet got the entire class list in order:
+
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]
-
There is no 6.034 class tomorrow, 6 September.  The only Friday class in September is an optional lightning review of basic search on 13 September.  Tutorials begin on Monday, 9 September.  You will hear from your TA about where your tutorial will be held.
+
====About 6.034, Fall 2016 Edition====
-
 
+
-
If you did not fill out a tutorial scheduling form on the first day, pick one up in the plastic bin outside my office door tomorrow (32-251) and leave in another, obvious plastic bin.  Then, a TA will be in touch.
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+
-
 
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+
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===2 September 2013===
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<table border=1 cellspacing=0 cellpadding=10">
<table border=1 cellspacing=0 cellpadding=10">
<tr><td>
<tr><td>
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In the fall semester of 2013, 6.034 will meet Monday, Wednesday, and Friday from 10 to 11.   
+
In the fall semester of 2016, 6.034 will meet Monday, Wednesday, and Friday from 10 to 11
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Most, but not all of Professor Winston's lectures will be on Monday and Wednesday.   
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in 10-250.  Most, but not all of Professor Winston's lectures will be on Monday and
-
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.
+
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.
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.
-
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 tutorial.
+
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.
-
 
+
-
There are no recitations.
+
6.034 is no longer offered in the spring term.
6.034 is no longer offered in the spring term.
-
More details will emerge during the first lecture on Wednesday, September 4.
+
More details will emerge during the first lecture on Wednesday, 7 September 2016.
-
</td></tr></table>
+
-
</big>
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</td></tr></table>
 +
== '''What should I take after 6.034?'''==
 +
<big>
-
<!--
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For 6.034 alums looking for related subjects, we recommend the following, as of
 +
31 January 2016.  There may be additions through registration day.
-
==== 9 December 2012 ====
+
<!-- ====Subjects by Right Now Lecturers, Spring====
-
 
+
{| border=1 cellspacing=0 cellpadding=3 style="font-size:90%;"
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Quiz 4 will be returned in tutorials Monday and Tuesday.  Thresholds are:
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! Instructor !! Right Now Talk !! Number!! Title
-
 
+
|-
-
{| align="center" border="1"
+
| Gerald Sussman || Propagator networks || 6.945 || Large-scale symbolic systems
-
|
+
|-
-
|Thorough understanding
+
| Ed Boyden || Enlarging brain tissue || 20.309 || Biological instrumentation and software
-
|Adequate understanding
+
|-
-
|Needs work
+
| Julie Shah || Getting people on the same page || 16.35 || Real time systems and software
|-
|-
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|Problem 1 Adaboost
+
| Pawan Sinha et al.|| The vision of the newly sighted || 9.012 || Cognitive science
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| &ge; 47
+
-
| &ge; 43
+
-
| &ge; 36
+
|-
|-
-
|Problem 2 Bayes Nets
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| Patrick Winston || Understanding stories || 6.803/6.833 || The Human Intelligence Enterprise
-
| &ge; 43
+
-
| &ge; 37
+
-
| &ge; 30
+
-
|-
+
-
|Total
+
-
| &ge; 90
+
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| &ge; 80
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| &ge; 66
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-
|-
+
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| &nbsp;
+
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|
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-
|
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-
|
+
-
|-
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|Problem 3 (SRN)
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| &ge; 5
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| &ge; 4
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| &ge; 3
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|}
|}
 +
Note that 6.803/6.833 is a lotteried subject, oversubscribed.  See
 +
[http://courses.csail.mit.edu/6.803/index.html 6.803/6.833 home page].
 +
-->
 +
<!-- ====Other subjects of note, Spring====
-
==== 19 November 2012 ====
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{| border=1 cellspacing=0 cellpadding=3 style="font-size:90%;"
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! Instructor !! Number!! Title
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Quiz 3 will be returned in tutorials Monday and Tuesday.  Thresholds are:
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-
 
+
-
{| align="center" border="1"
+
-
|
+
-
|Thorough understanding
+
-
|Adequate understanding
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-
|Needs work
+
-
|-
+
-
|Problem 1 Neural Nets
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| &ge; 44
+
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| &ge; 40
+
-
| &ge; 33
+
-
|-
+
-
|Problem 2 Support Vector Machines
+
-
| &ge; 47
+
-
| &ge; 42
+
-
| &ge; 35
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|-
|-
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|Total
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| Brian Williams || 6.834J/16.412J || Cognitive Robotics
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| &ge; 91
+
-
| &ge; 82
+
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| &ge; 68
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|-
|-
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| &nbsp;
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| Barzilay-Jaakkola-Kaelbling || 6.036 ||Introduction to Machine Learning
-
|
+
-
|
+
-
|
+
|-
|-
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|Problem 3 (SRN)
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| Berwick and Bartel || 6.049J ||  Evolutionary Biology: Concepts, Models and Computation
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| &ge; 5
+
-
| &ge; 4
+
-
| &ge; 3
+
|}
|}
-
==== 27 October 2012 ====
+
6.036 could be called Computational StatisticsIt is not about perception, cognition,
-
 
+
or action, but it is a valuable subject that everyone should take.
-
Quiz 2 will be returned in tutorials Monday and Tuesday. Thresholds are:
+
-
 
+
-
{| align="center" border="1"
+
-
|
+
-
|Thorough understanding
+
-
|Adequate understanding
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-
|Needs work
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-
|-
+
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|Problem 1 Constraints
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| &ge; 44
+
-
| &ge; 38
+
-
| &ge; 31
+
-
|-
+
-
|Problem 2 Learning
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| &ge; 47
+
-
| &ge; 41
+
-
| &ge; 34
+
-
|-
+
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|Total
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-
| &ge; 91
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| &ge; 79
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| &ge; 65
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-
|-
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| &nbsp;
+
-
|
+
-
|
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-
|
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-
|-
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|Problem 3
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| &ge; 4
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| &ge; 3
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| &ge; 2
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-
|}
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-
 
+
-
==== 26 October 2012 ====
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-
 
+
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All discussion sessions, going forward, will be in 5-134.
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-
 
+
-
==== 10 October 2012 ====
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-
 
+
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<table border="1" cellspacing="0" cellpadding="10">
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-
<tr><td>By popular demand, the [http://courses.csail.mit.edu/6.034f/sleep.pdf sleep slides] are on line.  Also, [http://medweb.mit.edu/directory/staff/profiles/sbarry.html Susana (Zan) Barry], from MIT Medical, attended the lecture today.  She specializes in stress reduction and relaxation, eating, nutrition, and body image concerns, and sleep health, so she is eager to see any of you who need help in any of those dimensions, [http://medweb.mit.edu/wellness/programs/sleep.html sleep] in particular.
+
-
</td></tr>
+
-
</table>
+
-
 
+
-
==== 4 October 2012 ====
+
-
 
+
-
<table border=1 cellspacing=0 cellpadding="10">
+
-
<tr><td>
+
-
Professor Gerald J. Sussman will give the first <i>right now</i> talk of the semester tomorrow, 5 October, describing his ongoing research on his propagator programming paradigm.
+
-
 
+
-
The rest of the quizzes will include questions on right-now talks.  We anticipate that you will not have difficulty with these questions if you show up and pay attention. 
+
-
We also anticipate that you will have difficulty if you do not attend and pay attention because the material is not in textbook form and in many cases is not in concise written form.
+
-
 
+
-
We anticipate, but will not necessarily be limited to, right now quiz questions similar to the questions that appeared on the Quiz 5, Problem 3 part of the 2011 final, which was given in connection with the single guest lecture in 2011.
+
-
 
+
-
Experimentally, Professor Winston will meet with students interested in discussing Professor Sussman's talk at 3-4pm in room 4-231.  This is an optional offering that will be continued or expanded to additional times depending on demonstrated interest.
+
-
</td></tr>
+
-
</table>
+
-
 
+
-
==== 1 October 2012 ====
+
-
 
+
-
Quiz 1 will be returned in tutorials Monday and Tuesday.  Thresholds are:
+
-
 
+
-
{| align="center" border="1"
+
-
|
+
-
|Thorough understanding
+
-
|Adequate understanding
+
-
|Needs work
+
-
|-
+
-
|Problem 1 Rules
+
-
| &ge; 46
+
-
| &ge; 40
+
-
| &ge; 33
+
-
|-
+
-
|Problem 2 Search
+
-
| &ge; 43
+
-
| &ge; 38
+
-
| &ge; 31
+
-
|-
+
-
|Overall
+
-
| &ge; 89
+
-
| &ge; 78
+
-
| &ge; 64
+
-
|}
+
-
==== 16 September 2012 ====
+
-
[[Lab 1]] is released.
+
-
 
+
-
==== 5 September 2012 ====
+
-
 
+
-
[[Lab 0]] is released.  Click on Labs link above.
+
-
 
+
-
If you were unable to give us a [[media:FormsT.pdf | tutorial scheduling form]], please fill out and bring to 32-251 as soon as practicable.  If you can bring it today, you will be in the initial assignment list.
+
-
 
+
-
We inadvertently scheduled the first quiz for Yom Kippur.  For students celebrating the Jewish Holiday, the quiz will be scheduled for Friday, 28 September.
+
-
 
+
-
==== 4 September 2012 ====
+
-
 
+
-
Registrar promises to schedule final by 5:00 PM on September 20, 2012.
+
-
 
+
-
==== 3 September 2012 ====
+
-
 
+
-
There is no Friday lecture this week.  --><!--  If you have not filled out a tutorial scheduling form, fetch one from outside 32-251 and give it to Professor Winston or slide it under his door. -->
+
-
<!--
+
-
==== Python ====
+
-
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].
+
-
 
+
-
Alternatively, you can follow one of the suggestions:
+
-
 
+
-
* Notes that have been used in 6.00 has been expanded into a book called ''Think Python''. It's [http://www.greenteapress.com/thinkpython/ online]. It is targeted at people who have not programmed much or at all.
+
-
 
+
-
* Another choice 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].
+
-
 
+
-->
-->
-
<!--
+
====Subjects of note, Fall====
-
==== 28 August 2012 ====
+
{| border=1 cellspacing=0 cellpadding=3 style="font-size:90%;"
-
 
+
! Instructor !! Number!! Title
-
We are considering substantial changes in the organization of the subject for this coming semester.  In particular, we are considering alternatives to traditional recitation sections and our 6.034-specific "mega recitations."  We will announce our conclusions here soon.
+
-
 
+
-
 
+
-
== News ==
+
-
 
+
-
==== Subject suggestions for Spring 2012 ====
+
-
 
+
-
Alas, many fewer than usual AI subjects will be offered this spring, and status of some is still unknown.  Check back here from time to time as updates will occur, potentially, up through the end of registration day.
+
-
 
+
-
All these are the subjects PHW would particularly mention if you were to go ask him for recommendations.
+
-
 
+
-
6.945 Large-scale Symbolic Systems, definitely cancelled, as Professor Sussman has been called to service in MITx.
+
-
 
+
-
6.868J The Society of Mind, waiting for information on status, as Professor Minsky taught subject already in the fall, an anomaly.
+
-
 
+
-
9.520 [http://www.mit.edu/%7E9.520/ Statistical Learning theory], new subject, Professor Poggio et al., not for the mathematically timid.  Poggio's interests are centered on understanding biological intelligence, particularly vision.
+
-
 
+
-
MAS S60 [http://web.media.mit.edu/~havasi/MAS.560/ Special Topics: Practical Natural Language Processing], Dr. Havasi.
+
-
 
+
-
6.xxx aka 6.803/6.833, [http://courses.csail.mit.edu/6.803/index.html The Human Intelligence Enterprise], PHW, lotteried, current P approximately 0.5. Two sections, both taught by PHW, first meeting and lottery on Wednesday, 8 February, contrary to incorrect listing somewhere that the subject will meet on Monday, 6, February.
+
-
 
+
-
And then, not exactly at the AI center of gravity, but interesting and student friendly...
+
-
 
+
-
6.049J Evolutionary Biology: Concepts, Models and Computation, Professor Berwick.  Alas, Professor Berwick is not teaching his natural language subject this spring.  If you can't take his evolution subject, be sure to go to Tattersall's guest lecture anyway, which will be announced on this web site as soon as date is fixed.
+
-
 
+
-
15.668, People and Organizations, Professor Kochan, immediate past Chair of the Faculty.  All about how to be productive, and useful, in your first job by learning negotiation, leadership, and teamwork skills.  A good complement to aspects of 6.xxx, but more business oriented.
+
-
 
+
-
==== 23 December 2011 ====
+
-
 
+
-
You can examine your final in 32-251 throughout IAP.
+
-
 
+
-
==== 22 December 2011 ====
+
-
 
+
-
The final has been graded and will available for viewing in Professor Winston's office sometime this afternoon and on most days from now until the end of IAP.  Thresholds are:
+
-
 
+
-
{| align="center" border="1"
+
-
|
+
-
|Thorough understanding
+
-
|Adequate understanding
+
|-
|-
-
|Q1
+
| Brian Williams || 16.410J/16.413J || Principles of Autonomy and Decision Making
-
| &ge; 90
+
-
| &ge; 82
+
|-
|-
-
|Q2
+
| Gerald Sussman || 6.946 || Classical mechanics: a computational approach
-
| &ge; 88
+
-
| &ge; 76
+
|-
|-
-
|Q3
 
-
| &ge; 85
 
-
| &ge; 75
 
-
|-
 
-
|Q4
 
-
| &ge; 85
 
-
| &ge; 75
 
-
|-
 
-
|Q5
 
-
| &ge; 80
 
-
| &ge; 68
 
|}
|}
 +
====Subjects associated with the Center for Brains, Minds, and Machines====
-
==== 11 December 2011 ====
+
[http://cbmm.mit.edu/education/courses Many subjects] are taught, Spring and Fall, by faculty associated
-
 
+
with the  
-
Solutions for Quiz 4 have been posted.  Also, see the Office Hours page for the times and locations of office hours during finals week.
+
[http://cbmm.mit.edu/ Center for Brains Minds and Machines].
-
 
+
-
==== 7 December 2011 ====
+
-
 
+
-
Quiz 4 has been graded and will be return in recitations Thursday and Friday.  Thresholds are:
+
-
 
+
-
{| align="center" border="1"
+
-
|
+
-
|Thorough understanding
+
-
|Adequate understanding
+
-
|-
+
-
|Problem 1 SVMs
+
-
| &ge; 39
+
-
| &ge; 34
+
-
|-
+
-
|Problem 2 Boosting
+
-
| &ge; 41
+
-
| &ge; 37
+
-
|-
+
-
|Problem 3 Representation
+
-
| &ge; 8
+
-
| &ge; 6
+
-
|-
+
-
|Overall
+
-
| &ge; 88
+
-
| &ge; 77
+
-
|}
+
-
 
+
-
==== 6 December 2011 ====
+
-
 
+
-
An additional set of SVM and Boosting notes have been added to the reference material page.
+
-
 
+
-
==== 16 November 2011 ====
+
-
 
+
-
Quiz 3 has been graded and will be return in recitations Thursday and Friday.  Solutions are in the Quiz archive tomorrow.  Thresholds are:
+
-
 
+
-
{| align="center" border="1"
+
-
|
+
-
|Thorough understanding
+
-
|Adequate understanding
+
-
|-
+
-
|Problem 1 Nearest neighbors/Classification Trees
+
-
| &ge; 35
+
-
| &ge; 30
+
-
|-
+
-
|Problem 2 Neural nets
+
-
| &ge; 35
+
-
| &ge; 29
+
-
|-
+
-
|Problem 3 Learning
+
-
| &ge; 14
+
-
| &ge; 10
+
-
|-
+
-
|Overall
+
-
| &ge; 84
+
-
| &ge; 69
+
-
|}
+
-
 
+
-
==== 15 November 2011 ====
+
-
 
+
-
36-155 is the overflow room for those who cannot be seated comfortably in 10-250 for Quiz 3 and Quiz 4.
+
-
 
+
-
==== 9 November 2011 ====
+
-
No class Friday in observance of Veteran's Day.  Please attend Thursday recitations if possible.  In addition, Tanya will be holding extra office hours Friday afternoon (4-6pm, w20-575 Athena Cluster), so please stop by with any questions you might have.
+
-
 
+
-
==== 4 November 2011 ====
+
-
[[Lab 5]] has been released.  It is due <b>*Monday*</b> November 21st at 11:59 pm.  It covers neural nets and boosting.
+
-
 
+
-
==== 28 October 2011 ====
+
-
 
+
-
Quiz 2 has been graded and will be return in recitations Thursday and Friday.  Solutions are in the Quiz archive.  Thresholds are:
+
-
 
+
-
{| align="center" border="1"
+
-
|
+
-
|Thorough understanding
+
-
|Adequate understanding
+
-
|-
+
-
|Problem 1 Games
+
-
| &ge; 35
+
-
| &ge; 30
+
-
|-
+
-
|Problem 2 Constraints
+
-
| &ge; 35
+
-
| &ge; 31
+
-
|-
+
-
|Problem 3 Drawings
+
-
| &ge; 15
+
-
| &ge; 10
+
-
|-
+
-
|Overall
+
-
| &ge; 85
+
-
| &ge; 71
+
-
|}
+
-
 
+
-
==== 22 October 2011 ====
+
-
Lab 4 is released.  It is due November 4th.
+
-
 
+
-
==== 13 October 2011 ====
+
-
 
+
-
A link to the [[Office Hours | office hours schedule]] has been added under "Logistical stuff".
+
-
 
+
-
==== 2 October 2011 ====
+
-
 
+
-
Caryn Krakauer will hold office hours from 3-5pm on Thursdays in the 7th floor lobby of the Stata G tower.
+
-
 
+
-
==== 1 October 2011 ====
+
-
 
+
-
[http://ai6034.mit.edu/fall11/index.php?title=Lab_3 Lab 3] on Games search is released.  It is due the evening of Friday, October 14th at midnight.
+
-
 
+
-
==== 28 September 2011 ====
+
-
 
+
-
Quiz 1 has been graded and will be return in recitations Thursday and Friday.  Thresholds are:
+
-
 
+
-
{| align="center" border="1"
+
-
|
+
-
|Thorough understanding
+
-
|Adequate understanding
+
-
|-
+
-
|Problem 1 Rules
+
-
| &ge; 41
+
-
| &ge; 35
+
-
|-
+
-
|Problem 2 Search
+
-
| &ge; 39
+
-
| &ge; 34
+
-
|-
+
-
|Problem 3 Ideas
+
-
| &ge; 8
+
-
| &ge; 6
+
-
|-
+
-
|Overall
+
-
| &ge; 88
+
-
| &ge; 75
+
-
|}
+
-
 
+
-
==== 28 September 2011 ====
+
-
 
+
-
A notebook with translucent gray plastic cover was left in the lecture hall today. If it is your notebook, please email the TA mailing list to reclaim it.
+
-
 
+
-
==== 26 September 2011 ====
+
-
 
+
-
Free food: The VI-A Master of Engineering Thesis Program is presenting an Orientation Meeting and Student Open House followed by a Chinese Buffet on Sept. 27 starting at 5 PM in Grier Room 34-401.
+
-
This meeting is for all EECS Juniors who may be interested in having an industry based M.Eng thesis fully funded by VI-A member companies.
+
-
 
+
-
==== 22 September 2011 ====
+
-
 
+
-
[[Lab 2]] is released.
+
-
 
+
-
The [http://web.mit.edu/registrar/classrooms/exams/finals/2012FA_finals_by_subject.html finals schedule] has been posted by the registrar.  The 6.034 final exam will be on Wednesday 21 December from 1:30-4:30pm in Johnson.
+
-
 
+
-
==== 20 September 2011 ====
+
-
 
+
-
Regular lecture will be given on Friday, this week, 23 September.
+
-
 
+
-
Also, note that the Thursday, 1-2 recitation is beyond packed, while the Thursday and Friday 3-4 recitation numbers are relatively low.  You are free to switch to any recitation session you like; no need to ask.
+
-
 
+
-
Gary will hold office hours on Friday, Sep. 23 and Monday, Sep. 26 from 5:00-6:30 PM in room 24-323.
+
-
 
+
-
==== 19 September 2011 ====
+
-
 
+
-
Tanya will hold office hours on Tuesdays from 6pm - 9pm in 34-302.  Feel free to stop by with any questions, especially about the labs or old quiz problems.
+
-
 
+
-
==== 14 September 2011 ====
+
-
 
+
-
[[Lab 1]] is released. Click on Labs link above.
+
-
 
+
-
[[Tutorials | Tutorial assignments]] have been published. Please check here to ensure we have you assigned to a tutorial and that it is the one you expect.
+
-
 
+
-
==== 12 September 2011 ====
+
-
 
+
-
[[Recitations | Recitation]] room numbers corrected.
+
-
 
+
-
==== 11 September 2011 ====
+
-
 
+
-
Lab 0 is released.  Click on Labs link above.
+
-
 
+
-
==== 10 September 2011 ====
+
-
 
+
-
If you are on our mailing list, you have received a message with this content.  Otherwise, read on.
+
-
 
+
-
There are no 6.034 tutorials this coming week. Tutorials will start on September 19 and September 20. You will hear from your assigned TA about your tutorial time and place during the next few days.
+
-
 
+
-
Ordinary recitations will start this coming week, September 15 and September 16. You should attend the recitation assigned by the registrar.
+
-
 
+
-
The megarecitation, wrapped around heuristics for solving quiz problems, also start this coming week, Friday, september 16, 10 am, 10-250.
+
-
 
+
-
If you are a special student, from Harvard, or in some other special category, send a message to Peter Brin (pebrin at mit dot edu) asking him to put you on our mailing list. If you are a MIT student, you will get on our list automatically the day you add the subject.
+
-
 
+
-
Non urgent news, such as quiz results, will appear only on this home page so as not to clutter up your email.
+
-
 
+
-
==== 9 September 2011 ====
+
-
 
+
-
Clarification: Lectures are on Monday and Wednesday 10-11.  Megarecitation is on Friday, 10-11, also in 10-250.  Per message below, no megarecitation during first week.
+
-
 
+
-
-->
+

Current revision

Image:Evolve.jpg
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Contents

Welcome to the 2016 Edition of 6.034

Logistical stuff:

Reference stuff:

  • Labs (also known as "problem sets")


Note that the current staff mailing list is 6.034-2016-staff at mit.edu.

News

21 September 2016: Final date announced

We have just learned that the 6.034 final will be Tuesday, 20 December 2016, 1:30 to 4:30. Conflict exam schedule will not be set until just after drop date.

15 September 2016: Lab 2 released; Lab 0 solution + office hours posted

Three announcements:

1. Lab 2, on basic search (yesterday's lecture) and optimal search (tomorrow's lecture), has been released. Lab 2 is due by Thusday, September 22 at 10:00pm. Labs 1 and 2 are due in the same week, so we recommend working on them in parallel. You can think of them as one longer lab, split into two separately graded sections.

2. The solution to Lab 0 is now viewable (and downloadable) online: http://web.mit.edu/6.034/www/labs/lab0_solution.py

Although we generally will not post lab solutions, we are providing this one for Lab 0 to demonstrate some useful implementation techniques that may come in handy for future labs, as well as few fun Python tricks.

3. The weekly office hour schedule for the semester is available. Room numbers will be added to the page as we receive them from the scheduling office. Throughout the semester, the page will be updated with any last-minute changes to office-hour times or locations.

14 September 2016: 3-unit add-on subject - Important announcements

A couple of announcements regarding the 3-unit add-on section taught on Fridays.

1. If you would like to get credit for it, please register on-line in the usual way (using the Registrar's link) using the subject number 6.S063.

2. We will have 2 Friday sessions, 2pm and 3pm. For people who came last time and filled in preference forms, it appears that we will have enough space so that you can attend the time you prefer, either 2 or 3 pm, without having to re-assign anyone or run a lottery. If you didn't come last week and want to sign up, you still can. Listeners are welcome.

We're still waiting for the numbers to stabilize, so for this week we will hold both the 2pm and 3pm sections in 10-250. We will most likely move to more reasonably sized rooms after this week.

12 September 2016: Lab 1 released

Lab 1, on rule-based systems, has been released. It is due by next Tuesday, September 20, at 10:00pm.

10 September 2016: Recitation assignments

...are now available via the Recitation Self-Service page (certificates required). If you have not been assigned to a section, please use the page to join one.

Summer 2016

New opportunity in 2016

The 2016 edition of 6.034 will offer an optional 3-unit add-on set of lectures given by Professor Robert C. Berwick. This addition will supplement the main lectures and recitations because it will focus on the science side of 6.034, addressing long-standing scientific questions and biological intelligence, rather than existing tools for building applications. Evolution and human language will be emphasized.

The add on is scheduled to meet on Fridays, either 2-3pm or 3-4pm, in room 36-372.

We are pleased to note ...

...that Bloomberg has listed 6.034 as among "Five of the Best Computer Science Classes in the U.S."

What they meant to say is that 6.034 has had outstanding TAs. Among them is head-TA Jessica Noss, the 2016 winner of the EECS Carlton E. Tucker Award for outstanding teaching as a graduate-student teaching assistant.

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

About 6.034, Fall 2016 Edition

In the fall semester of 2016, 6.034 will meet Monday, Wednesday, and Friday from 10 to 11 in 10-250. 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, 7 September 2016.

What should I take after 6.034?

For 6.034 alums looking for related subjects, we recommend the following, as of 31 January 2016. There may be additions through registration day.


Subjects of note, Fall

Instructor Number Title
Brian Williams 16.410J/16.413J Principles of Autonomy and Decision Making
Gerald Sussman 6.946 Classical mechanics: a computational approach

Subjects associated with the Center for Brains, Minds, and Machines

Many subjects are taught, Spring and Fall, by faculty associated with the Center for Brains Minds and Machines.

Personal tools