From 38e69b23e32ec85e1ece2048949df947f463b0d2 Mon Sep 17 00:00:00 2001 From: Arash-Mari-Oriyad Date: Fri, 27 Sep 2024 19:15:49 +0000 Subject: [PATCH] deploy: bdd833a140c0ba0aa957d5fe409eda515f59b660 --- index.html | 743 ++++++----------------------------------------------- 1 file changed, 81 insertions(+), 662 deletions(-) diff --git a/index.html b/index.html index bd723b4..cf4a82c 100644 --- a/index.html +++ b/index.html @@ -360,6 +360,8 @@

AmirMohammad Izady

Students' learning will be assessed through two quizzes, a midterm, and a final exam. These exams will be held on the following dates, and participation is mandatory for all students.

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AmirMohammad Izady

Homeworks
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Five series of homework assignments will be distributed in this course. Assignments will be released on Saturday midnight every other week. The answers must be submitted on Dr. Rohban's Quera and Mr. Fereydooni's Quera. Regarding the late submission policy, you can submit answers with total delay of 10 days with no penalty through the semester. Any additional delays will lead to a 0.5% reduction in the assignment grade for every hour of delay. Notably, in order to prioritize fairness and consistency for all students, a request for a deadline extension must be emailed to the instructor and head TAs at least 72 hours before the deadline through E-Mail. More information about homeworks are provided in Dr. Rohban's Schedule Sheet and Mr. Fereydooni's Schedule Sheet.

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Five series of homework assignments will be distributed in this course. Assignments will be released on Saturday midnight every other week. The answers must be submitted on Dr. Rohban's Quera and Mr. Fereydooni's Quera. Regarding the late submission policy, you can submit answers with total delay of 10 days with no penalty through the semester. Any additional delays will lead to a 0.5% reduction in the assignment grade for every hour of delay. This is illustrated in the figure below, where ℎ representsthe amount of delay in hours:

Delay Coefficient graph
Notably, in order to prioritize fairness and consistency for all students, a request for a deadline extension must be emailed to the instructor and head TAs at least 72 hours before the deadline through E-Mail. More information about homeworks are provided in Dr. Rohban's Schedule Sheet and Mr. Fereydooni's Schedule Sheet.

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AmirMohammad Izady

  • https://sut-ai.github.io/: This is the main page of our course and all exercises, slides and course resources will be placed in it.
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  • Quera, https://quera.org/course/add_to_course/course/16535/: Delivery of exercises and announcements will be done entirely through Quera. Make sure you enter an email on Quera that you check regularly. Your questions from the exercises will also be answered in Quera.
  • +
  • Dr. Rohban's Quera and Mr. Fereydooni's Quera: Delivery of exercises and announcements will be done entirely through Quera. Make sure you enter an email on Quera that you check regularly. Your questions from the exercises will also be answered in Quera.
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AmirMohammad Izady

Date: -

Sun Bahman 15

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Sun, Mehr 1

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AmirMohammad Izady

Date: -

Tue Bahman 17

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Tue, Mehr 3

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AmirMohammad Izady

Date: -

Tue Bahman 24

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Sun, Mehr 8

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AmirMohammad Izady

Date: -

Sun Bahman 29

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Tue, Mehr 10

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AmirMohammad Izady

Date: -

Tue Esfand 1

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Sun, Mehr 15

Description: -

Local Search

- - - - - Course Materials: - - - - - - - Events: - - - - - - - Deadlines: - - - - - - - - - - - - - - - - Date: - -

Sat Esfand 5

- - - - - Description: - - - - - - - Course Materials: - - - - - - - Events: - -

HW1 Out [handout]

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6

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Tue Esfand 8

- - - - - Description: - -

Local Search

- - - - - Course Materials: - - - - - - - Events: - - - - - - - Deadlines: - - - - - - - - - - -

7

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Sun Esfand 13

- - - - - Description: - -

Search in Continuous spaces

- - - - - Course Materials: - - - - - - - Events: - - - - - - - Deadlines: - - - - - - - - - - -

8

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Tue Esfand 15

- - - - - Description: - -

Constraint Satisfaction Problems I

- - - - - Course Materials: - - - - - - - Events: - - - - - - - Deadlines: - - - - - - - - - - -

9

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Sun Esfand 20

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Constraint Satisfaction Problems II

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10

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Tue Esfand 22

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Adversarial Search

- - - - - Course Materials: - - - - - - - Events: - - - - - - - Deadlines: - - - - - - - - - - - - - - - - Date: - -

Fri Esfand 25

- - - - - Description: - - +

Informed Search

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AmirMohammad Izady

Deadlines: -

HW1 Deadline

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AmirMohammad Izady

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6

Date: -

Sat Esfand 26

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Tue, Mehr 17

Description: - +

Local Search

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AmirMohammad Izady

Events: -

HW2 Out [handout]

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AmirMohammad Izady

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11

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7

Date: -

Tue Farvardin 14

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Sun, Mehr 22

Description: -

Uncertainty & Inference

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Search in Continuous Spaces

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AmirMohammad Izady

md:border-0 md:border-b-2 - bg-red-100 - md:border-b-gray-200" > - +

8

Date: -

Fri Farvardin 17

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Tue, Mehr 24

Description: - +

Constraint Satisfaction Problems

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AmirMohammad Izady

Deadlines: -

HW2 Deadline

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AmirMohammad Izady

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9

Date: -

Sat Farvardin 18

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Tue, Mehr 29

Description: - +

Constraint Satisfaction Problems

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AmirMohammad Izady

Events: -

HW3 Out [handout]

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AmirMohammad Izady

-

12

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10

Date: -

Sun Farvardin 19

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Tue, Aban 1

Description: -

Bayesian Networks: Representation

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Adversarial Search

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AmirMohammad Izady

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13

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11

Date: -

Tue Farvardin 21

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Sun, Aban 6

Description: -

Inference in Bayesian Networks: Exact

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Uncertainty & Inference

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AmirMohammad Izady

md:border-0 md:border-b-2 - bg-amber-100 - md:border-b-gray-200" > -

14

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12

Date: -

Sun Farvardin 26

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Tue, Aban 8

Description: -

Inference in Bayesian Networks: Approximate

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Bayesian Networks: Representation

Course Materials: -

Sessions 1-8

+ Events: -

Quiz 1
-[handout]
-[solution]

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AmirMohammad Izady

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15

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13

Date: -

Tue Farvardin 28

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Sun, Aban 13

Description: -

Temporal Probability Models: Markov Chains & HMMs

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Inference in Bayesian Networks: Exact

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AmirMohammad Izady

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16

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14

Date: -

Sun Ordibehesht 2

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Tue, Aban 15

Description: -

Temporal Probability Models: Particle Filters

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Inference in Bayesian Networks: Approximate

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AmirMohammad Izady

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17

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15

Date: -

Tue Ordibehesht 4

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Sun, Aban 20

Description: -

Learning in Bayesian Networks & Naive Bayes

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Temporal Probability Models: Markov Chains & HMMs

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AmirMohammad Izady

md:border-0 md:border-b-2 - bg-red-100 - md:border-b-gray-200" > - +

16

Date: -

Fri Ordibehesht 7

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Tue, Aban 22

Description: - +

Temporal Probability Models: Particle Filters

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AmirMohammad Izady

Deadlines: -

HW3 Deadline

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AmirMohammad Izady

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17

Date: -

Sat Ordibehesht 8

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Sun, Aban 27

Description: - +

Learning in Bayesian Networks & Naive Bayes

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AmirMohammad Izady

Date: -

Sun Ordibehesht 9

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Tue, Aban 29

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AmirMohammad Izady

Date: -

Tue Ordibehesht 11

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Sun, Azar 4

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AmirMohammad Izady

- - - - - - - - - - Date: - -

Thu Ordibehesht 13

- - - - - Description: - -

Midterm Exam
-[handout]
-[solution]

- - - - - Course Materials: - -

Sessions 1-13

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Sat Ordibehesht 15

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HW4 Out [handout]

- - - - - Deadlines: - - - - - - AmirMohammad Izady Date: -

Sun Ordibehesht 16

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Tue, Azar 6

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AmirMohammad Izady

Date: -

Tue Ordibehesht 18

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Tue, Azar 11

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AmirMohammad Izady

Date: -

Sun Ordibehesht 23

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Sun, Azar 13

Description: -

Neural Networks I

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Neural Networks

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AmirMohammad Izady

Date: -

Tue Ordibehesht 25

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Sun, Azar 18

Description: -

Neural Networks II

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Neural Networks

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AmirMohammad Izady

Date: -

Sun Ordibehesht 30

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Tue, Azar 20

Description: -

Markov Decision Process

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Markov Decison Process

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AmirMohammad Izady

Date: -

Tue Khordad 1

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Sun, Azar 25

Description: -

Markov Decision Process: Value Iteration & Policy Iteration

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Value Iteration & Policy Iteration

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AmirMohammad Izady

md:border-0 md:border-b-2 - bg-red-100 - md:border-b-gray-200" > - +

26

Date: -

Fri Khordad 4

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Tue, Azar 27

Description: - +

Reinforcement Learning: Passive

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AmirMohammad Izady

- - - Deadlines: - -

HW4 Deadline

- - - - - - - - - - - - - - Date: - -

Sat Khordad 5

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HW5 Release

- - Deadlines: @@ -2333,21 +1809,21 @@

AmirMohammad Izady

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26

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27

Date: -

Sun Khordad 6

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Sun, Dey 2

Description: -

Reinforcement Learning: Passive & Active

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Reinforcement Learning: Active

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AmirMohammad Izady

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27

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28

Date: -

Tue Khordad 8

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Sun, Dey 4

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AmirMohammad Izady

md:border-0 md:border-b-2 - bg-amber-100 - - md:border-b-gray-200" - > - - - - - - - - - Date: - -

Wed Khordad 9

- - - - - Description: - - - - - - - Course Materials: - -

Sessions 14-23

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Quiz 2

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29

Date: -

Fri Khordad 25

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Sun, Dey 9

Description: - +

Applications / Guest Lecturer

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AmirMohammad Izady

Deadlines: -

HW5 Deadline

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AmirMohammad Izady

md:border-0 - bg-amber-100 - md:border-b-gray-200" > - +

30

Date: -

Sun Tir 3

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Sun, Dey 11

Description: -

Final Exam

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Applications / Guest Lecturer

Course Materials: -

Sessions 14-27

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