Questions tagged [reasoning]
The reasoning tag has no usage guidance.
15
questions
2
votes
2
answers
173
views
At what text-based tasks are "dumb humans" still better than the best language models?
I ran into this AI-SE question from 5 years ago and I believe that an updated version could be interesting to discuss nowadays: Is the smartest robot more clever than the stupidest human?
Today's best ...
- 123
1
vote
1
answer
50
views
Reasoning about 2d spatial square configuration
I am trying to use RCC8 algebra relations and axioms in order to tackle the following problem :
We consider the below configuration and square $x$ such that "$x$ NTPP $a$" and "$x$ TPP $...
- 113
2
votes
0
answers
73
views
Knowledge representation and reasoning(KRR) over a Image scene: Neurosymbolic AI
What are the ways and SOTA in domain of knowledge representation and reasoning over scene. Suppose there are 3 objects in the scene and which objects needs to be picked first among them is governed by ...
- 31
0
votes
0
answers
137
views
Why is BERT/GPT capable of "for-all" generalization?
As shown in the figure:
Why does token prediction work when "Socrates" is replaced with "Plato"?
From the point of view of symbolic logic, the above example effectively performs ...
- 235
1
vote
1
answer
259
views
What is the difference between "Syllogism" and "Law of Syllogism"?
The logical arguments are the basis for Artificial Intelligence. That is why I picked AI community to ask my question.
Reading from Wikipedia,
A syllogism is a kind of logical argument that applies ...
- 13
1
vote
0
answers
17
views
What is language-conditioned visual reasoning?
Can anyone explain what language-conditioned visual reasoning is?
I saw this term in this paper and I searched on the internet but I couldn't find a proper explanation.
- 33
5
votes
1
answer
1k
views
How to create an AI to solve a word search?
This at first sounds ridiculous. Of course there is an easy way to write a program to solve a wordsearch.
But what I would like to do is write a program that solves a word-search like a human.
That ...
- 2,186
3
votes
1
answer
68
views
How agent's reasoning skills can improve its reinforcement learning?
Agent can have reasoning skills (prediction, taking calculated guesses, etc.) and those skills can help reinforcement learning of this agent. Of course, reinforcement learning itself can help to ...
- 823
3
votes
2
answers
73
views
Machine mathematical reasoning by clever substitutions, How to do with AI
I have three equations that relates five variables {a, b, c, r, s} with a sum and two ratios.
Eq. 1: a = b + c;
Eq. 2: s = b / a;
Eq. 3: r = b / c.
Given two values for any of the five variables I ...
- 31
1
vote
1
answer
93
views
How to measure the reasoning capabilities of neural networks [closed]
Which possibilities exist to evaluate the visual reasoning capabilities of neural networks in the field of image recognition?
Are there methods to measure the ability of machine reasoning?
Or ...
- 179
8
votes
5
answers
393
views
Is the smartest robot more clever than the stupidest human?
Most humans are not good at chess. They can't write symphonies. They don't read novels. They aren't good athletes. They aren't good at logical reasoning. Most of us just get up. Go to work in a ...
- 2,186
1
vote
2
answers
3k
views
Training an AI to play Starcraft 2 with superhuman level of performance?
I'm interested in working on challenging AI problems, and after reading this article (https://deepmind.com/blog/deepmind-and-blizzard-open-starcraft-ii-ai-research-environment/) by DeepMind and ...
- 207
4
votes
2
answers
484
views
Reasoning with incomplete information [closed]
I was wondering if anyone can suggest a good framework for reasoning with incomplete information.
I have found Large Knowledge Collider but it appears dead for some time. Do you possibly have any ...
- 159
10
votes
1
answer
350
views
Can Bayesian inference be combined with knowledge-based systems?
I've been struggling with the connection between knowledge-based AI systems and Bayesian inference for a while now. While I continue to sweep through the literature, I would be happy if someone can ...
- 103
3
votes
2
answers
111
views
How to determine the probability of an "existence" question
I am having a go at creating a program that does math like a human. By inventing statements, assigning probabilities to statements (to come back and think more deeply about later). But I'm stuck at ...
- 2,186