Questions tagged [reasoning]

The tag has no usage guidance.

Filter by
Sorted by
Tagged with
1 vote
1 answer
43 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 $...
user avatar
  • 113
1 vote
0 answers
38 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 ...
user avatar
  • 21
0 votes
0 answers
34 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 ...
user avatar
1 vote
0 answers
47 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 ...
user avatar
1 vote
0 answers
13 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.
user avatar
5 votes
1 answer
943 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 ...
user avatar
  • 2,014
3 votes
1 answer
56 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 ...
user avatar
  • 753
3 votes
2 answers
60 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 ...
user avatar
1 vote
1 answer
86 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 ...
user avatar
  • 179
8 votes
5 answers
362 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 ...
user avatar
  • 2,014
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 ...
user avatar
4 votes
2 answers
451 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 ...
user avatar
  • 159
10 votes
1 answer
329 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 ...
user avatar
3 votes
2 answers
108 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 ...
user avatar
  • 2,014