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<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.
+
</center>
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<big>
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== '''Welcome to the 2016 Edition of 6.034'''==
-
* Use 6.034-staff@mit to contact us.
+
 
-
* [[Calendar]]
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===Logistical stuff:===
-
* [[Reference material and playlist]]
+
* [[Frequently Asked Questions | Frequently asked questions]]
* [[Frequently Asked Questions | Frequently asked questions]]
* [[Grading and collaboration policy]]
* [[Grading and collaboration policy]]
-
* [[Demonstrations]]
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* [[Staff | Staff email addresses]]
 +
* [[Recitations | Recitation assignments]]
 +
* [[Office Hours | Office Hours]]
 +
* [[Reference material and playlist | What material will be on the quiz?]]
 +
* [http://goo.gl/forms/5Q6X53fNrE Suggestion Box]
 +
 
 +
===Reference stuff:===
 +
 
 +
* [[Calendar]]
 +
 
 +
* [[Reference material and playlist]]
 +
 
* [[Labs]] (also known as "problem sets")
* [[Labs]] (also known as "problem sets")
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* [[Tutorials]]
 
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* Recitations: Thursdays 11,noon in 36-156; Thursdays 1,2,3pm in 24-407; and Fridays 1,2,3pm in 26-210.
 
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* [http://courses.csail.mit.edu/6.034f/Examinations/ Quiz archive]
 
-
* [[Staff]]
 
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</big>
 
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== News ==
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* [http://piazza.com/mit/fall2016/6034 Piazza]
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=== Wednesday, October 21 ===
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<!-- fix: * '''NEW:''' [http://web.mit.edu/6.034/www/sigmoid/ Grade Calculator] -->
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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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* [[Demonstrations]]
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Breakpoints for Quiz 2:
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* [http://web.mit.edu/dxh/www/ Dylan's AI Demonstrations]
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{| align="center" border="1"
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* [http://courses.csail.mit.edu/6.034f/Examinations/ Quiz archive]
-
|
+
-
|Thorough understanding
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-
|Adequate understanding
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-
|-
+
-
|Problem 1
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-
| &ge; 45
+
-
| &ge; 37
+
-
|-
+
-
|Problem 2
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-
| &ge; 45
+
-
| &ge; 40
+
-
|-
+
-
|Overall
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| &ge; 90
+
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| &ge; 77
+
-
|}
+
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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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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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Note that the current staff mailing list is '''6.034-2016-staff''' at mit.edu.
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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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== News ==
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Lab 3 is out (short but difficult):
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===27 September 2016: Quiz locations===
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  http://ai6034.mit.edu/fall09/index.php?title=Lab_3
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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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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/
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===21 September 2016: Final date announced===
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=== Thursday, October 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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Quizzes have been graded and will be returned in recitation, then tutorial, then only from PHW's office.
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===15 September 2016: Lab 2 released; Lab 0 solution + office hours posted===
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Breakpoints for Quiz 1:
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Three announcements:
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{| align="center" border="1"
+
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.
-
|
+
-
|Thorough understanding
+
-
|Adequate understanding
+
-
|-
+
-
|Problem 1
+
-
| &ge; 43
+
-
| &ge; 37
+
-
|-
+
-
|Problem 2
+
-
| &ge; 46
+
-
| &ge; 38
+
-
|-
+
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|Overall
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| &ge; 89
+
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| &ge; 75
+
-
|}
+
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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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2. The solution to Lab 0 is now viewable (and downloadable) online:
 +
http://web.mit.edu/6.034/www/labs/lab0_solution.py
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=== September 22nd ===
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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.
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In response to the large class size, we're very fortunate to be able to
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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 officeThroughout the semester, the page will be updated with any last-minute changes to office-hour times or locations.
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bring in Prof. Robert Berwick as a third recitation instructor, adding two
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sectionsFor now we'll rely on you to rebalance yourselves.
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The eight recitations now offered are listed below.  The first two Thursday
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===14 September 2016: 3-unit add-on subject - Important announcements===
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recitations are new, and are likely to have fewer people at first, so you
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A couple of announcements regarding the 3-unit add-on section taught on
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will get a more focused experience.  Please attend whichever one best fits
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Fridays.
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your schedule.
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Thursdays 11am 36-156
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1. If you would like to get credit for it, please register on-line in
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Thursdays noon 36-156
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the usual way (using the Registrar's link) using the subject number
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Thursdays  1pm 24-407
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6.S063.
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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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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.
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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 goIf 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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We're still waiting for the numbers to stabilize, so for this week we
 +
will hold both the 2pm and 3pm sections in 10-250We will most likely
 +
move to more reasonably sized rooms after this week.
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A short conversation about [[Mutation]]
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===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.
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=== September 14th ===
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===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.
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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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===Summer 2016===
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=== September 11th ===
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====New opportunity in 2016====
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Our email list is incomplete and does not include, for example, late-registering students, so if
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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.
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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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Professor Teller's subject, 6.142, has moved to an 11am start time to
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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].-->
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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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====We are pleased to note ...====
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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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...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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=== September 10th ===
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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.
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Lab 0 is now available.
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====Road map====
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Please '''do''' bring a laptop to the mega-recitation tomorrow, if you have one.
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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]
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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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====About 6.034, Fall 2016 Edition====
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=== September 9th ===
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<table border=1 cellspacing=0 cellpadding=10">
 +
<tr><td>
 +
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.
-
[http://doodle.com/tptv9y2bu8qxt6hi Give us your tutorial availability] please.
+
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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There will be no regular recitations this weekThere is a mega-recitation, however.
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Recitations (previously known as "tutorials") will meet weekly on Monday and TuesdayOn the first day of class, you will fill out a form that will enable us to assign you to a recitation.
-
The slides (missing from lecture today) are now [http://ai6034.mit.edu/fall09/images/6.034-lecture-1.pdf available].
+
6.034 is no longer offered in the spring term.
 +
More details will emerge during the first lecture on Wednesday, 7 September 2016.
-
==== Mega-recitations ====
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</td></tr></table>
-
Mega-recitations occur on Fridays at 10 AM in 10-250, the same time slot that is occupied by lectures on Mondays and Wednesdays.
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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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== '''What should I take after 6.034?'''==
-
==== Times and places of recitations and tutorials ====
+
<big>
-
Please fill out the [http://doodle.com/tptv9y2bu8qxt6hi Tutorial scheduling form].  You will learn which tutorial you are in by email.
+
-
Unexpectedly, the registrar supplied us with recitation time slots we can live with, so attend at the time and place you were assigned.
+
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 by Right Now Lecturers, Spring====
 +
{| border=1 cellspacing=0 cellpadding=3 style="font-size:90%;"
 +
! Instructor !! Right Now Talk !! Number!! Title
 +
|-
 +
| Gerald Sussman || Propagator networks || 6.945 || Large-scale symbolic systems
 +
|-
 +
| Ed Boyden || Enlarging brain tissue || 20.309 || Biological instrumentation and software
 +
|-
 +
| Julie Shah || Getting people on the same page || 16.35 || Real time systems and software
 +
|-
 +
| Pawan Sinha et al.|| The vision of the newly sighted || 9.012 || Cognitive science
 +
|-
 +
| Patrick Winston || Understanding stories || 6.803/6.833 || The Human Intelligence Enterprise
 +
|}
 +
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====
-
==== Python ====
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{| border=1 cellspacing=0 cellpadding=3 style="font-size:90%;"
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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 languageWe 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].
+
! Instructor !! Number!! Title
 +
|-
 +
| Brian Williams || 6.834J/16.412J || Cognitive Robotics
 +
|-
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| Barzilay-Jaakkola-Kaelbling || 6.036 ||Introduction to Machine Learning
 +
|-
 +
| Berwick and Bartel || 6.049J || Evolutionary Biology: Concepts, Models and Computation
 +
|}
-
Alternatively, you can follow one of the suggestions of Rob Speer, head 6.034 TA in 2008:
+
6.036 could be called Computational Statistics.  It is not about perception, cognition,
 +
or action, but it is a valuable subject that everyone should take.
 +
-->
-
* [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.
+
====Subjects of note, Fall====
 +
 
 +
{| border=1 cellspacing=0 cellpadding=3 style="font-size:90%;"
 +
! Instructor !!  Number!! Title
 +
|-
 +
| Brian Williams || 16.410J/16.413J || Principles of Autonomy and Decision Making
 +
|-
 +
| Gerald Sussman || 6.946 || Classical mechanics: a computational approach
 +
|-
 +
|}
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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.
+
====Subjects associated with the Center for Brains, Minds, and Machines====
-
* 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].
+
[http://cbmm.mit.edu/education/courses Many subjects] are taught, Spring and Fall, by faculty associated
 +
with the  
 +
[http://cbmm.mit.edu/ Center for Brains Minds and Machines].

Revision as of 05:47, 27 September 2016

Image:Evolve.jpg
Somewhere, something went wrong.

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

27 September 2016: Quiz locations

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

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.

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