Reference material

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Assignment of material to quizzes is shown below. (Any changes to the information below will be announced
 
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well before a quiz.)  SRN in an assignment means the material will be in the "spiritual" and "right-now" part of the
 
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quiz.  See [[Grading and collaboration policy]].
 
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Included below are readings associated with lecture topics; many are from Prof. Winston's book, <i> Artificial Intelligence</i>.  (The bibliography for the book can be found [https://ai6034.mit.edu/wiki/images/Winston-AI3-biblio.pdf here].)  If/when terminology differs, prefer terminology used in the current lectures, recitations, and programming labs.
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Pdfs of Prof. Winston's book, <i> Artificial Intelligence</i>, are [https://www.dropbox.com/s/y24zxp2pqrk1vfp/Winston%20AI%203rd.zip?dl=0 here].
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Assignment of material to quizzes is shown below. (Any changes to the information below will be announced well before a quiz.)  SRN in an assignment means the material will be <!--in the "spiritual" and "right-now" part of the
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quiz.--> <!--separate assignment.  See [[Grading and collaboration policy]].
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Included below are readings associated with lecture topics; many are from Prof. Winston's book, <i> Artificial Intelligence</i>.  (The bibliography for the book can be found [https://ai6034.mit.edu/wiki/images/Winston-AI3-biblio.pdf here].)  If/when terminology differs, prefer terminology used in the current lectures, recitations, and programming labs.
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Tbd....
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! September !!Day!! Topic !! Quiz #
! September !!Day!! Topic !! Quiz #
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  | 6 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/ch3.pdf Problem solving and goal trees], [https://ai6034.mit.edu/wiki/images/SlagleSlides.pdf slides] || 1
  | 6 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/ch3.pdf Problem solving and goal trees], [https://ai6034.mit.edu/wiki/images/SlagleSlides.pdf slides] || 1
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<!-- | 6 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/ch3.pdf Problem solving and goal trees], [https://ai6034.mit.edu/wiki/images/SlagleSlides.pdf slides], (MOVER program, see pgs 53-60 in Problem solving and goal trees ref) || 1 (2SRN)
 
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<!-- commented out for 2019| 6 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/ch3.pdf Problem solving and goal trees], [https://ai6034.mit.edu/wiki/images/SlagleSlides.pdf slides], (MOVER program, see pgs 53-60 in Problem solving and goal trees ref) || 1 (2SRN)
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| 9 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch7.pdf Rule-based expert systems], [https://ai6034.mit.edu/wiki/images/RBS.pdf slides]  || 1  
| 9 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch7.pdf Rule-based expert systems], [https://ai6034.mit.edu/wiki/images/RBS.pdf slides]  || 1  
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| 11 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch4.pdf Lightning review: Basic search], [https://ai6034.mit.edu/wiki/images/2019-09-11_Search_slides.pdf slides] || 1
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| 11 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch4.pdf Basic search review], [https://ai6034.mit.edu/wiki/images/2019-09-11_Search_slides.pdf slides] || 1
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|13 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/ch5.pdf Optimal search], [https://ai6034.mit.edu/wiki/images/Optimal_search-boards.jpg boards] || 1
|13 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/ch5.pdf Optimal search], [https://ai6034.mit.edu/wiki/images/Optimal_search-boards.jpg boards] || 1
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| 16 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch6.pdf Games], [https://ai6034.mit.edu/wiki/images/Game-search-probs.pdf games practice 1], [https://ai6034.mit.edu/wiki/images/Game-search-solns.pdf games soln 1], [https://ai6034.mit.edu/wiki/images/Non-game-adversarial-search-prob.pdf games practice 2], [https://ai6034.mit.edu/wiki/images/Non-game-adversarial-search-soln.pdf games soln 2 ] || 1
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| 16 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch6.pdf Games], [https://www.dropbox.com/s/0wk3kdv2hhh3dos/games-practice.zip?dl=0 practice problems] || 1
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| 18 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch12.pdf Constraints in interpretation], [https://ai6034.mit.edu/wiki/images/2019-09-18_Constraints_slides.pdf slides] || 2SRN  
| 18 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch12.pdf Constraints in interpretation], [https://ai6034.mit.edu/wiki/images/2019-09-18_Constraints_slides.pdf slides] || 2SRN  
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| 23 || Mon  || Constraints in resource allocation, [https://ai6034.mit.edu/wiki/images/2019-09-23_Constraints+ResourceAllocation_slides.pdf slides]  || 2   
| 23 || Mon  || Constraints in resource allocation, [https://ai6034.mit.edu/wiki/images/2019-09-23_Constraints+ResourceAllocation_slides.pdf slides]  || 2   
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| 25 || Wed || Quiz 1, [https://ai6034.mit.edu/wiki/images/2019s1.pdf solutions] || -  
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| 25 || Wed || [https://ai6034.mit.edu/wiki/images/2019q1.pdf Quiz 1], [https://ai6034.mit.edu/wiki/images/2019s1.pdf solutions] || -  
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| 27 || Fri || Right-now:  Dr. Marc Raibert, Boston Dynamics || 2SRN  
| 27 || Fri || Right-now:  Dr. Marc Raibert, Boston Dynamics || 2SRN  
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| 14 || Mon || Holiday: Columbus day || -  
| 14 || Mon || Holiday: Columbus day || -  
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| 16 || Wed || Quiz 2, [https://ai6034.mit.edu/wiki/images/2019s2.pdf solutions] || -  
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| 16 || Wed || [https://ai6034.mit.edu/wiki/images/2019q2.pdf Quiz 2], [https://ai6034.mit.edu/wiki/images/2019s2.pdf solutions] || -  
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| 18 || Fri || [http://ai6034.mit.edu/wiki/images/Nature16961_AlphaGo.pdf AlphaGo] and [http://ai6034.mit.edu/wiki/images/Nature24270_AlphaGoZero.pdf AlphaGo Zero], [https://ai6034.mit.edu/wiki/images/2019-10-18_Go-basics.pdf slides],  [https://ai6034.mit.edu/wiki/images/Alphago-boards.jpg boards] || 3SRN  
| 18 || Fri || [http://ai6034.mit.edu/wiki/images/Nature16961_AlphaGo.pdf AlphaGo] and [http://ai6034.mit.edu/wiki/images/Nature24270_AlphaGoZero.pdf AlphaGo Zero], [https://ai6034.mit.edu/wiki/images/2019-10-18_Go-basics.pdf slides],  [https://ai6034.mit.edu/wiki/images/Alphago-boards.jpg boards] || 3SRN  
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| 25 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/ch25.pdf Genetic algorithms], [https://ai6034.mit.edu/wiki/images/GA-boards.jpg boards] || 3SRN  
| 25 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/ch25.pdf Genetic algorithms], [https://ai6034.mit.edu/wiki/images/GA-boards.jpg boards] || 3SRN  
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| 28 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch9.pdf Representations],  [https://ai6034.mit.edu/wiki/images/2019-10-28_RepresentationSlides.pdf slides] || 3SRN  
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| 28 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch9.pdf Representations],  [https://ai6034.mit.edu/wiki/images/2019-10-28_RepresentationSlides.pdf slides], [https://www.dropbox.com/s/32ehjj52bl4gec0/frame-practice.zip?dl=0 practice problems] || 3SRN  
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| 30 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch16.pdf Learning from near misses],  [https://ai6034.mit.edu/wiki/images/NearMiss-boards.jpg boards] || 3SRN
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| 30 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch16.pdf Learning from near misses],  [https://ai6034.mit.edu/wiki/images/NearMiss-boards.jpg boards], [https://www.dropbox.com/s/pypbkt99g7qmdbn/near-miss-practice.zip?dl=0 practice problems] || 3SRN
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! November  !!Day !! Topic !!  Quiz #
! November  !!Day !! Topic !!  Quiz #
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| 1 || Fri || Right-now:  Prof. Nancy Kanwisher, Dept. of Brain and Cognitive Sciences || 3SRN
| 1 || Fri || Right-now:  Prof. Nancy Kanwisher, Dept. of Brain and Cognitive Sciences || 3SRN
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| 4 || Mon || Architectures: GPS, [http://courses.csail.mit.edu/6.034f/ai3/SOAR.pdf SOAR], [http://courses.csail.mit.edu/6.034f/ai3/Subsumption.pdf Subsumption], [http://web.media.mit.edu/~minsky/eb5.html Society of Mind], [https://ai6034.mit.edu/wiki/images/2019-11-04_ArchitectureSlides.pdf slides]  || 4SRN
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| 4 || Mon || Architectures: GPS, [http://courses.csail.mit.edu/6.034f/ai3/SOAR.pdf SOAR], [http://courses.csail.mit.edu/6.034f/ai3/Subsumption.pdf Subsumption], [http://web.media.mit.edu/~minsky/eb5.html Society of Mind]; [https://ai6034.mit.edu/wiki/images/2019-11-04_ArchitectureSlides.pdf slides]  || 4SRN
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| 6 || Wed || Quiz 3, [https://ai6034.mit.edu/wiki/images/2019s3.pdf solutions]  || -
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| 6 || Wed || [https://ai6034.mit.edu/wiki/images/2019q3.pdf Quiz 3], [https://ai6034.mit.edu/wiki/images/2019s3.pdf solutions]  || -
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| 8 || Fri || Probabilistic inference (part 1), [https://ai6034.mit.edu/wiki/images/2019-11-08_Probabilistic_Reasoning.pdf slides] || 4   
| 8 || Fri || Probabilistic inference (part 1), [https://ai6034.mit.edu/wiki/images/2019-11-08_Probabilistic_Reasoning.pdf slides] || 4   
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| 11 || Mon || Holiday: Veteran's day || -  
| 11 || Mon || Holiday: Veteran's day || -  
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| 13 || Wed || [https://ai6034.mit.edu/wiki/images/Bayes-notes.pdf Probabilistic inference (part 2)] || 4  
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| 13 || Wed || [https://ai6034.mit.edu/wiki/images/Bayes-notes.pdf Probabilistic inference (part 2)], [https://ai6034.mit.edu/wiki/images/2019-11-13_Bayes_Networks.pdf slides] || 4  
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| 15 || Fri || Right-now:  Dr. Gill Pratt, Toyota Research Institute || 4SRN  
| 15 || Fri || Right-now:  Dr. Gill Pratt, Toyota Research Institute || 4SRN  
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| 18 || Mon || [https://ai6034.mit.edu/wiki/images/Boosting-notes.pdf Boosting notes],  [https://ai6034.mit.edu/wiki/images/Boosting-notes-winston+ortiz.pdf Winston and Ortiz boosting notes], [http://courses.csail.mit.edu/6.034f/ai3/msri.pdf Shapire boosting paper]  || 4  
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| 18 || Mon || [https://ai6034.mit.edu/wiki/images/Boosting-notes.pdf Boosting notes],  [https://ai6034.mit.edu/wiki/images/Boosting-notes-winston+ortiz.pdf Winston and Ortiz boosting notes], [http://courses.csail.mit.edu/6.034f/ai3/msri.pdf Shapire boosting paper], [https://ai6034.mit.edu/wiki/images/BoostingSlides.pdf slides]  || 4  
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| 20 || Wed || Natural language processing || 4SRN  
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| 20 || Wed || Natural language and vision, Dr. Boris Katz || 4SRN  
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| 22 || Fri || Merge: Language and evolution || 4SRN  
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| 22 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/Berwick.pdf Merge: Language and evolution], Prof. Robert Berwick || 4SRN  
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| 25 || Mon || Why merge matters: [https://ai6034.mit.edu/wiki/images/CMHI-Genesis-Report.pdf Story understanding], [https://ai6034.mit.edu/wiki/images/GenesisRules.pdf Genesis rules]; Dylan Holmes || 4SRN
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| 27 || Wed || The AI Biz || bonus 4SRN
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! December  !!Day !! Topic !!  Quiz #
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| 2 || Mon || Right-now:  Prof. Randall Davis, Dept. of EECS|| bonus final SRN
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| 4 || Wed || [https://ai6034.mit.edu/wiki/images/2019q4.pdf Quiz 4], [https://ai6034.mit.edu/wiki/images/2019s4.pdf solutions] || -
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| 6 || Fri || Right-now:  Prof. Peter Szolovits, Dept. of EECS; [https://ai6034.mit.edu/wiki/images/2019-12-06_AI&Medicine.pdf slides] || bonus final SRN
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| 9 || Mon|| Right-now:  Prof. Pattie Maes, Media Lab|| bonus final SRN
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| 11 || Wed || [https://ai6034.mit.edu/wiki/images/2019-12-11-wrap-lecture.pdf What it's all about revisited, the final], [https://ai6034.mit.edu/wiki/images/AI-related-MIT-classes.pdf follow-on classes] || bonus final SRN
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<!--  
<!--  
! September !!Day!! Topic !! Quiz #  !! Playlist  
! September !!Day!! Topic !! Quiz #  !! Playlist  

Current revision

Pdfs of Prof. Winston's book, Artificial Intelligence, are here.



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