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Questions tagged [research]

For questions related to in-depth study or academic research. Do NOT use this tag when you are trying to find something out.

3
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1answer
66 views

Why are Neural Networks considered Artificially Intelligent?

Why in every aspect are we now considering Neural Networks as an Artificially Intelligent entity/program?
0
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0answers
8 views

How to model Tangram in search space.

I wonder if there is a such model of the Tangram game so that it can be solved by search tree techniques,but the main problem is how to represent the all the states, if any, since given a ...
2
votes
1answer
27 views

SEIF motion update algorithm doubt

I want to implement Sparse Extended information slam. There is four step to implement it. The algorithm is available in Probabilistic Robotics Book at page 310, Table 12.3. In this algorithm line no:...
1
vote
2answers
90 views

Are artificial networks based on the perceptron design inherently limiting?

At the time when the basic building blocks of machine learning (the perceptron layer and the convolution kernel) were invented, the model of the neuron in the brain taught at the university level was ...
2
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0answers
80 views

How to use semantic segmentation for self-driving control?

In the context of autonomous driving, two main stages are typically implemented: an image processing stage and a control stage. The first aims at extracting useful information from the acquired image ...
3
votes
1answer
40 views

How can AI researchers avoid “overfitting” to commonly-used benchmarks as a community?

In fields such as Machine Learning, we typically (somewhat informally) say that we are overfitting if improve our performance on a training set at the cost of reduced performance on a test set / the ...
3
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1answer
72 views

What career paths should be avoided with the growth in AI?

Consider high school graduates entering higher education or the workforce, each making a decision about where to commit their efforts. History tells us an important story about choosing in a changing ...
1
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0answers
27 views

Is anyone working on officiated team intelligence or anything like it?

The artificial intelligence topology that does not appear in the machine learning literature to my knowledge is that of officiated teams or round robins of them. The paradigm is a proven one in the ...
1
vote
1answer
69 views

How many researchers are needed to develop a humanoid robot?

The German research initiative “Sonderforschungsbereich 588” was active from 2001-2012 and has developed a humanoid robot, called ARMAR. According to the old pictures, the first version ARMAR I was ...
0
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0answers
91 views

Research Areas: Deep Learning/Machine Learning in Manufacturing industry?

I am undergraduate Production engineering student. I am looking for research areas where I can use Deep Learning/Machine Learning in manufacturing industry. If anyone is working in similar area please ...
3
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2answers
188 views

How can you do AI research by your own?

Let's say you want to do AI research and publish some papers just by your own. Would you send them to an AI journal using just your name? Which AI journals are recommended?
4
votes
2answers
161 views

Artificial Intelligence in Data Compression

What is current research in artificial intelligence and machine learning in the field of data compression? I have done my research on the PAQ series of compressors, some of which use neural networks ...
1
vote
2answers
117 views

What does “reimplementation of Deep Learning algorithms replicating performance from papers” mean?

Deep Learning refers to set of techniques for learning in Neural Nets. So does the statement "reimplementation of Deep Learning ...
0
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1answer
59 views

How to make training data for AI

Right now I'm planning to make a DNN for classifying taste of crystals with their molecular structure which include information like no of atoms mass of each atoms atomic no of atoms. How should I ...
0
votes
1answer
167 views

How can people contribute to AGI research?

Is there a way for people outside of core research community of AGI to contribute to the cause? There are a lot of people interested in supporting the field, but there is no clear way to do that. Is ...
1
vote
1answer
100 views

Is it common in RL research with Atari/ALE to automatically press FIRE to start games?

In some Atari games in the Arcade Learning Environment (ALE), it is necessary to press FIRE once to start a game. Because it may be difficult for a Reinforcement ...
1
vote
1answer
81 views

Is the research by Stanford University students who use logistic regression to predict sexual orientation from facial images really scientific?

Two Stanford University researchers, Dr. Michal Kosinki and Yilun Wang have published a paper that claims that AI can predict sexuality from a single facial photo with startling accuracy. This ...
8
votes
1answer
222 views

What is an intuitive explanation of how Google's AutoML works?

I recently read that Google has developed a new AI that anyone can upload data to and it will instantly generate models i.e. an image recognition model based off that data. Can someone explain to me ...
-1
votes
1answer
65 views

What noteworthy contributions have Chinese AI researchers made in the field of artificial intelligence?

In recent years, China has made rapid progress in manufacturing and scientific research as evidenced by their successful teleportation of a single quantum entangled photon to a satellite in orbit. My ...
6
votes
2answers
182 views

Neural network for data visualization

At my work we're currently doing some research into data visualisation for highly inter connected data, basically graphs. We've been implementing all sorts of different layouts and trying to see ...
2
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0answers
108 views

Search minimum value with learning machine algorithm

I was wondering if its possible to classify or learn to estimate the minimum value in a table if the values are integer and represented 32 bits, and we can input all variable at the same moment like ...
2
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2answers
56 views

AI techniques and competencies necessary for creating a Virtual Assistant

I want to develop a virtual assistant like Google Assistant, Alexa, etc., for mobile phones. What I should be researching apart from M/C Learning and Python?
9
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1answer
105 views

Strategic planning and multi dimensional knapsack problem

I'm trying to find a planning approach to solve a problem that attempts to model learning of new material. We assume that we only have one resource such as Wikipedia, which contains a list of articles ...
3
votes
1answer
69 views

Spiking Neural Network Resources

I'm very interested in writing a Spiking Neural Network engine (SNN) from scratch, but I can't find the basic information I need to get started. For example, I've seen pictures of the individual ...
1
vote
3answers
97 views

To what extent can artificially intelligent agents reliably predict trends in financial markets?

I've gotten curious about this topic and am wondering what the stack exchange community has to say about it. Also, does anyone know of any professors/researchers who have published papers pertaining ...
2
votes
4answers
204 views

Is private research with low funds still feasible in the field of AI?

My question assumes that a private researcher doesn't have access to anything stronger than a modern PC with a high end GPU to implement his projects. He can also use cloud computing but with limited ...
0
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1answer
76 views

Is Russia contributing to open research concerning friendly AI?

I did a little bit of research on the most famous organizations and institutions that promote friendly AI in an open and collaborative way, like OpenAI, MIRI and others. From what I have gathered, ...
5
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1answer
210 views

Is the neuron adequately comprehended?

It is possible that the signal handling of a neuron is outside the engineering comprehension of the most astute of human brains, even after the relationships of inputs to outputs are statistically ...
6
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1answer
161 views

Did the Facebook robots both want everything but the balls?

According to this article, two Facebook ai's had the following "creepy" negotiation over a transaction: Bob: i can i i everything else . . . . . . . . . . . . . . Alice: balls have zero to me ...
10
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4answers
2k views

Why spend so much time and money to build AIs to play Games?

I was reading about John McCarthy and his orthodox vision of Artificial Intelligence. To me, it seems like he was not very much in favour of resources (like time and money) being used to make AIs play ...
3
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0answers
49 views

Train, Validation and Test Split for Reporting Accuracy of Neural Model and BOW

I need to report accuracies of my neural model in a conference paper as compared to various baselines. What are the accepted standards for reporting accuracies in a fair manner? Neural Model: To be ...
4
votes
4answers
410 views

Diagnosing mental health problems using Artificial Intelligence / Machine Learning techniques

I've seen events, like CogX and articles which describe how machine learning techniques or algorithms can be used to diagnose mental health issues. Here is my question; How can artificial ...
1
vote
1answer
185 views

Has MIRI produced good research?

I am not sure if this question fits AI Stack Exchange so feel free to delete it in case it doesn't. Recently I found out about somewhat famous Eliezer Yudkowsky and Machine Intelligence Research ...
6
votes
3answers
554 views

Perfect play in information incomplete games

As titled, is there such thing as perfect play (or at least "perfectly optimal") in a game with incomplete information? Or at least a proof as to show why there cannot? Naively (and seemingly ...
2
votes
1answer
232 views

What are the likely AI advancements in the next 10 years?

What are the likely AI advancements in the next 5-10 years? I first want to specify that I have nearly no knowledge about How AI works. I just have interest to know more and more about it. Some ...
10
votes
4answers
14k views

How to select number of hidden layers and number of memory cells in LSTM

As I am learning about LSTMs, but also about neural networks in general, I am trying to find some existing research on how to select the number of hidden layers and the size of these. Is there an ...
9
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2answers
364 views

Will computers be able to understand user emotions? How far are we?

My research is in the field of the Affective Computing, particularly I'm studying the part of emotion recognition which is, indeed recognising the emotions that are being felt by the user/subject. ...
3
votes
0answers
93 views

Recommendations for research: Influential NLP projects of the last 5 years

I was just curious if there are any particular studies or projects done with Natural Language Processing in the last 5 or so years ,for instance;breakthroughs in parsing, sentiment analysis, ...
2
votes
2answers
159 views

Are all breakthroughs in AI and machine learning are due to increase in computational resources?

I have read that all the math responsible for modern day machine learning and AI was already in place in 1900s but we did not have computational resources to implement those algorithms. So, is that ...
2
votes
1answer
175 views

Does this “flavor” of AI have a name?

In order to build a Scientific Reference Parser, I am contemplating a kind of "AI" system, and would like to know if something similar is already an established "design pattern" in AI research. The ...
1
vote
1answer
71 views

What research has been done in the domain of “General game playing”?

I have come across this domain via this Wikipedia article: General game playing So, where are we when it comes to general game playing AI? (The wiki article doesn't mention the recent advances and ...
3
votes
2answers
332 views

Does it exist a human-like or overintelligent AI?

Does it exist a human-like or overintelligent AI? Human-like I define as something that can act as a human in most aspects. For example, is it "common knowledge" that there actually exists an ...
2
votes
1answer
75 views

Can silicon based computers create A.I. per definition?

Can silicon based computers create A.I. per definition of what intelligence is? Or does silicon based computers only create human mimic? If silicon based computers only create human mimic, are human ...
4
votes
1answer
208 views

Berkeley AI Course Question on Nearly Zero Sum Games

I am drawing this question from Berkeley's AI course (also not sure if it is the correct place to ask, so I apologize ahead of time) https://inst.eecs.berkeley.edu/~cs188/pacman/course_schedule.html ...
1
vote
1answer
254 views

Is there any way can teach AI creative painting (not convert photo to paint)?

I have already know AI can paint, by using genetic algorithm, there are already lots of works such as this and this.In addition, I also know AI can compose : Song from PI: A musically plausible ...
7
votes
4answers
653 views

What are the top artificial intelligence journals? [closed]

What are the top artificial intelligence journals? I am looking for general artificial intelligence research, not necessarily machine learning.
5
votes
4answers
1k views

What is the most sophisticated AI ever made?

What is the most advanced AI software humans have made to date and what does it do?
0
votes
1answer
75 views

Is it possible to create an atom in Java [closed]

I am researching the possibility of creating an atom in Java. The atom should have the structure & characteristics of a real atom such as photons, electrons and so on. Each particle within the ...
25
votes
3answers
10k views

Why is Lisp such a good language for AI?

I've heard before from computer scientists and from researchers in the area of AI that that Lisp is a good language for research and development in artificial intelligence. Does this still apply, with ...
9
votes
8answers
643 views

Advantages of having self-driving cars

What are the advantages of having self-driving cars? We will be able to have more cars in the traffic at the same time, but won't it also make more people choose to use the cars, so both the traffic ...