Table of Contents

DCS-T-713-MERS-2024 Main

T-713-MERS-2024 Readings & Study Material

Readings README (Do not skip!)


INTELLIGENCE: THE PHENOMENON [5,6]

What is intelligence?
How do experts talk about it?
What has been uncovered?
What uniquely separates the phenomenon of intelligence from other similar phenomena in the world?


WORLDS & AGENTS [4,5]

All intelligence exists in a world.
What kind of world is the natural world?


EMPIRICAL SCIENCE [4,5]

Data comes from measurements.
Information comes from data.
Knowledge comes from information.


CAUSATION

Getting anything done efficiently and effectively requires knowledge of cause-effect relations.


REASONING: THE PHENOMENON

Reasoning enables systematic (logical) manipulation of information.
Reasoning is efficient large amounts of information.


NON-AXIOMATIC REASONING [5,5]


'COMMON SENSE REASONING' [1,4]


NON-AXIOMATIC REASONING SYSTEM (NARS)


LEARNING & KNOWLEDGE







SUPPORTING TOPICS

Artificial Neural Networks


Limitations of Contemporary AI


Probability



Readings README

How to Use This Page

Note: DO NOT SKIP READING THE BELOW TEXT

Papers under each section are ordered from most to least important, so start counting from the top.

[ x,y ]
x: necessary mandatory number of papers to be read – absolute minimum number.
y: the recommended number.
No number: Read all the papers listed.

It is your responsibility to ensure that you grasp the concepts covered in this class; the readings are my top choices (suggestions) for getting this done. However, if you are aware of alternative sources of treatment of the concepts covered in these you may prefer to read about them from your preferred source. If in doubt, ask me.

Assigned readings should be read before class.
If you do so you will already have some familiarity with the subject matter, which not only means you will remember it better but also that you can ask questions for clarification during the lecture and partially steer its direction.

Reading the papers after class is less effective.

You are expected to read all of the papers assigned in this course, at least 2-3 papers per week (4 recommended). Keep at it and you'll be fine!

Warning: Do not attempt to read papers during the group sessions as this is the absolute worst way to cover this material if you truly are interested in learning (you may of course have it open for reference).

Reading the assigned readings not at all should generally be avoided.


As you read papers from each of the following categories I want you ask yourself a few questions:

If you can answer them satisfactorily when you're done reading you're good! Even if you can't you'll be fine if you: Write down the discrepancies and bring them to class in the form of questions. There is no such thing as a 'stupid question' when you're learning something new.





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