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Intro to AI Fall 2004 © L. Joskowicz 1 Introduction to Artificial Intelligence LECTURE 8: First Order Logic Motivation for First Order Logic (FOL) FOL
Intro to AI Fall 2004 © L. Joskowicz 1 Introduction to Artificial Intelligence LECTURE 8: First Order Logic Motivation for First Order Logic (FOL) FOL
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CS 540 – Introduction to AI Fall 2015 Jude Shavlik TA: Dmitry Basavin shavlik/cs540.html
CS 540 – Introduction to AI Fall 2015 Jude Shavlik TA: Dmitry Basavin shavlik/cs540.html
248 views
Today’s Topics Chapter 2 in One Slide Chapter 18: Machine Learning (ML) Creating an ML Dataset –“Fixed-length feature vectors” –Relational/graph-based
Today’s Topics Chapter 2 in One Slide Chapter 18: Machine Learning (ML) Creating an ML Dataset –“Fixed-length feature vectors” –Relational/graph-based
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Today’s Topics HW0 due 11:55pm tonight and no later than next Tuesday HW1 out on class home page; discussion page in MoodleHW1discussion page Please do
Today’s Topics HW0 due 11:55pm tonight and no later than next Tuesday HW1 out on class home page; discussion page in MoodleHW1discussion page Please do
217 views
Today’s Topics FREE Code that will Write Your PhD Thesis, a Best-Selling Novel, or Your Next Email Methods for Intelligently/Efficiently Searching a Space
Today’s Topics FREE Code that will Write Your PhD Thesis, a Best-Selling Novel, or Your Next Email Methods for Intelligently/Efficiently Searching a Space
216 views
Today’s Topics Dealing with Noise Overfitting (the key issue in all of ML) A ‘Greedy’ Algorithm for Pruning D-Trees Generating IF-THEN Rules from D-Trees
Today’s Topics Dealing with Noise Overfitting (the key issue in all of ML) A ‘Greedy’ Algorithm for Pruning D-Trees Generating IF-THEN Rules from D-Trees
213 views
Today’s Topics Read Chapter 3 & Section 4.1 (Skim Section 3.6 and rest of Chapter 4), Sections 5.1, 5.2, 5.3, 5,7, 5.8, & 5.9 (skim rest of Chapter 5)
Today’s Topics Read Chapter 3 & Section 4.1 (Skim Section 3.6 and rest of Chapter 4), Sections 5.1, 5.2, 5.3, 5,7, 5.8, & 5.9 (skim rest of Chapter 5)
215 views
Today’s Topics Playing Deterministic (no Dice, etc) Games –Mini-max – - pruning –ML and games? 1997: Computer Chess Player (IBM’s Deep Blue) Beat Human
Today’s Topics Playing Deterministic (no Dice, etc) Games –Mini-max – - pruning –ML and games? 1997: Computer Chess Player (IBM’s Deep Blue) Beat Human
217 views
Today’s Topics (only on final at a high level; Sec 19.5 and Sec 18.5 readings below are ‘skim only’) 12/8/15CS 540 - Fall 2015 (Shavlik©), Lecture 30,
Today’s Topics (only on final at a high level; Sec 19.5 and Sec 18.5 readings below are ‘skim only’) 12/8/15CS 540 - Fall 2015 (Shavlik©), Lecture 30,
212 views
Today’s Topics Midterm class mean: 83.5 HW3 Due Thursday and HW4 Out Thursday Turn in Your BN Nannon Player (in Separate, ‘Dummy’ Assignment) until a Week
Today’s Topics Midterm class mean: 83.5 HW3 Due Thursday and HW4 Out Thursday Turn in Your BN Nannon Player (in Separate, ‘Dummy’ Assignment) until a Week
216 views
Today’s Topics Graded HW1 in Moodle (Testbeds used for grading are linked to class home page) HW2 due (but can still use 5 late days) at 11:55pm tonight
Today’s Topics Graded HW1 in Moodle (Testbeds used for grading are linked to class home page) HW2 due (but can still use 5 late days) at 11:55pm tonight
216 views
Today’s Topics Ensembles Decision Forests (actually, Random Forests) Bagging and Boosting Decision Stumps 9/22/15CS 540 - Fall 2015 (© Jude Shavlik), Lecture
Today’s Topics Ensembles Decision Forests (actually, Random Forests) Bagging and Boosting Decision Stumps 9/22/15CS 540 - Fall 2015 (© Jude Shavlik), Lecture
216 views