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public:t-720-atai:atai-19:main [2019/09/12 11:01] – [Assignments] thorisson | public:t-720-atai:atai-19:main [2024/04/29 13:33] (current) – external edit 127.0.0.1 | ||
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======T-720-ATAI, | ======T-720-ATAI, | ||
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- | ======THIS PAGE IS UNDER CONSTRUCTION====== | ||
- | THERE WILL BE SIMILARITIES BETWEEN THIS COURSE AND [[public: | ||
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\\ | \\ | ||
+ | ======OVERVIEW====== | ||
+ | See [[public: | ||
+ | \\ | ||
====See Canvas For Up-To-Date Information, | ====See Canvas For Up-To-Date Information, | ||
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**Readings: | **Readings: | ||
**Lecture Notes: | **Lecture Notes: | ||
- | **Days: Tuesdays** | **Time: V110** | **Classroom: M108** \\ | + | **Classes:** Tuesdays 9:45, Room: V110 | |
**Class Schedule:** See Canvas \\ | **Class Schedule:** See Canvas \\ | ||
- | Discussions: | + | Discussions: |
\\ | \\ | ||
\\ | \\ | ||
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* A prior introductory class in one or more of the following is recommended: | * A prior introductory class in one or more of the following is recommended: | ||
* Dedication. | * Dedication. | ||
- | * Patience, resilience, and focus to read at 2-3 papers per week. | + | * Patience, resilience, and focus to read at least 2-3 papers per week. |
=== Goals === | === Goals === | ||
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* Students should be able to: | * Students should be able to: | ||
- | * Identify key challenging research questions related to advanced machine learning | + | * Identify key challenging research questions related to advanced machine learning (AML), artificial general intelligence (AGI), and general machine intelligence (GMI) |
* List methodological difficulties and proposed solutions to building AML/AGI systems | * List methodological difficulties and proposed solutions to building AML/AGI systems | ||
* Explain key components of some AML/AGI architectures, | * Explain key components of some AML/AGI architectures, | ||
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* Students should have a good idea of: | * Students should have a good idea of: | ||
* The limitations of current AI methodologies | * The limitations of current AI methodologies | ||
- | * How AGI differs from " | + | * How the pursuit of AGI differs from development of " |
- | * Some AML/AGI projects in progress | + | * Some AML/AGI projects in development |
- | * What the main requirements are for building complete minds | + | * What the main requirements are for building |
* What methodologies are currently available and applicable for building complete minds | * What methodologies are currently available and applicable for building complete minds | ||
* How software architecture plays a central role in AI, robotics, and AGI | * How software architecture plays a central role in AI, robotics, and AGI | ||
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- | ====Assignments==== | + | =====Assignments===== |
//Note: This assignment outline is indicative; until Sept. 30st some details of these assignments, | //Note: This assignment outline is indicative; until Sept. 30st some details of these assignments, | ||
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=== Engineering Assignments === | === Engineering Assignments === | ||
- | These will be given in the first half of the course. | + | These will be given in the first half of the course. |
- | * Each counts 5%, total 15% of final grade. | + | * Total 22% of final grade. |
* [[public: | * [[public: | ||
- | * [[public: | + | * [[public: |
- | * [[public: | + | * [[public: |
\\ | \\ | ||
=== Short Essay === | === Short Essay === | ||
- | * Counts | + | * Counts |
- | * [[public: | + | * [[public: |
\\ | \\ | ||
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These will be pursued in the second half of the course. | These will be pursued in the second half of the course. | ||
- | * Count 2% each, total 10% of final grade. | + | * Count 2% each, total 10% of final grade. |
* Regular Discussions of reading material will be held for 20-30 minutes in class. Your participation to counts towards your **Discussion Topics grade**. | * Regular Discussions of reading material will be held for 20-30 minutes in class. Your participation to counts towards your **Discussion Topics grade**. | ||
* For discussions we will use the forum on [[https:// | * For discussions we will use the forum on [[https:// | ||
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* In the discussion section of the Friday class in the week after, chosen questions from those submitted will be discussed by the group as a whole and you are expected to participate. | * In the discussion section of the Friday class in the week after, chosen questions from those submitted will be discussed by the group as a whole and you are expected to participate. | ||
* Participation in class discussions is an important part of the course, and mandatory. | * Participation in class discussions is an important part of the course, and mandatory. | ||
- | * **Grading: | + | * **Grading: |
* Each topic counts equally towards the grade | * Each topic counts equally towards the grade | ||
- | * Attendance in 2 in-class discussions may be omitted with no effect on grade | ||
- | * In-person attendance at 2 discussion classes may be omitted with no effect on grade | ||
- | // | + | \\ |
=== Final Project === | === Final Project === | ||
- | * Counts | + | * Counts |
- | * As a final software exercise students will pair up in teams of 2 students per team. The final form will be decided before Sept. 20. To give you already an idea of its form, this project will be of your own design, using: | + | * As a final software exercise students will pair up in teams of 2 students per team. You will use the AGI-aspiring system NARS [[http:// |
- | * the AGI-aspiring system NARS [[http:// | + | |
* In-detail description: | * In-detail description: | ||
- | // | + | \\ |
===Final Exam=== | ===Final Exam=== | ||
- | * Final Exam will **count 40%** of final grade. | + | * Final Exam will **count 40%** of final grade. |
* Subject matter / focus: Any of the material and topics covered in readings, assignments, | * Subject matter / focus: Any of the material and topics covered in readings, assignments, | ||
* A grade of 6 or higher on the final exam is required to pass the course. | * A grade of 6 or higher on the final exam is required to pass the course. |
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