public:t-720-atai:atai-19:main
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| public:t-720-atai:atai-19:main [2019/09/26 10:16] – [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: | ||
| \\ | \\ | ||
| \\ | \\ | ||
| \\ | \\ | ||
| + | ======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: |
| \\ | \\ | ||
| \\ | \\ | ||
| Line 30: | Line 29: | ||
| * 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 === | ||
| Line 36: | Line 35: | ||
| * 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 | ||
| Line 56: | Line 55: | ||
| \\ | \\ | ||
| - | ====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, | ||
| Line 65: | Line 64: | ||
| === 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. |
| - | * Total 20% of final grade. | + | * Total 22% of final grade. |
| * [[public: | * [[public: | ||
| - | * [[public: | + | * [[public: |
| - | * [[public: | + | * [[public: |
| \\ | \\ | ||
| === Short Essay === | === Short Essay === | ||
| - | * Counts | + | * Counts |
| - | * [[public: | + | * [[public: |
| \\ | \\ | ||
| Line 83: | Line 82: | ||
| 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:// | ||
| Line 91: | Line 90: | ||
| * 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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