spring term 2016 summary - massachusetts institute of … · 2016-05-10 · spring term 2016...

SpringTerm2016Summary

joscha@mit.eduadam.h.marblestone@gmail.com

NewDes8na8onsinAr8ficialIntelligence

©JoschaBach2013©JoschaBach2013

Ques&ons

Whatareminds?Whichisthebestdisciplinetostudythemind?Whatistherightmethodologytostudythemind?Whichpartsofmindsareinaccessibletoscience?Whichpartsofmindsarealreadyexplainedwell?Whichpartsshouldwefocuson?Whencanwehopetohaveacompletetheoryofmindandintelligence?

FutureAI CognitiveIntegration 2

©JoschaBach2013©JoschaBach2013

Overview

•  Mindsasinforma8onprocessingsystems•  Thebasicarchitectureofthehumanmind•  Thedesignspaceofcogni8vearchitectures•  Mentalrepresenta8on•  Frompercep8ontothought•  MechanismsofaNen8on•  Imagina8onandcrea8vity•  Socialcogni8on•  Learning

FutureAI CognitiveIntegration 3

©JoschaBach2013

Sessions:seefutureai.media.mit.edu

2/8MindasMachine2/16(TUESDAY!):Symbolicvs.connec8onistAI2/22:Theoriesofpercep8on,representa8on,symbolgrounding2/29:Learning

3/7:MicroPsi3/14:Socialcogni8on,theoryofmind

3/28:Cor8calorganiza8on4/4:Computa8onalmodelsofcor8calfunc8on4/11:Imagina8onandcrea8vity4/25:Spaun

5/2:Leabra5/9:Today

FutureAI CognitiveIntegration 4

©JoschaBach2013©JoschaBach2013

Personallessonsfromcourse

•  Experiment:–  2typesofsessions–  combina8onwithassignments–  discussionofpapers

•  Possiblecon8nua8on:–  mainsessions–  reading/discussiongroup–  workonconcreteproject

FutureAI CognitiveIntegration 5

©JoschaBach2013©JoschaBach2013

Personalprojects/ideas

•  Gefngclosertounderstandingofcor8calstructure

•  Nextitera8onofmo8va8onmodel•  Newversionofeditorformicropsinodenets

FutureAI CognitiveIntegration 6

©JoschaBach2013©JoschaBach2013

FutureAI CognitiveIntegration 7

©JoschaBach2013©JoschaBach2013

FutureAI CognitiveIntegration 8

©JoschaBach2013©JoschaBach2013

FutureAI CognitiveIntegration 9

©JoschaBach2013©JoschaBach2013

MicroPsieditorDemo

FutureAI CognitiveIntegration 10