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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.

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2answers
61 views

Good lecture notes on artificial intelligence and related topics

Where can i find free and good online lecture notes on Ai, deep learning, machine learning ecc?
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0answers
43 views

Is there data available about successful neural network architectures?

I am curious to if there is data available for MLP architectures in use today, their initial architecture, the steps that were taken to improve the architecture to an acceptable state and what the ...
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1answer
215 views

How to stay a up-to-date researcher in ML/RL community?

As a student who wants to work on machine learning, I would like to know how it is possible to start my studies and how to follow it to stay up-to-date. For example, I am willing to work on RL and MAB ...
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3answers
2k views

What sort of mathematical problems are there in AI that people are working on?

I recently got a 18-month postdoc position in a math department. It's a position with relative light teaching duty and a lot of freedom about what type of research that I want to do. Previously I was ...
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0answers
44 views

Multi Agent Sokoban Search Solvers state of the art

I also asked this question here but I'm repeating it on this SE because I feel it is more relevant. No intention to spam. I am researching into coding a solver for a variant of the Sokoban game with ...
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1answer
71 views

Is there research about teaching AI to “analyze the problem and design a solution”?

Update on 2019-05-19: My question is about teaching AI to solve the problem, not letting AI teach a human developer to solve a problem. Original post: I'm a software developer but very new to AI. ...
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1answer
29 views

Is there any system that generates website designs?

I was thinking about what I can do for my thesis in upcoming academic semester, and I came across an idea. The idea is like: "If there is any kind of system that generates website designs itself." If ...
2
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1answer
55 views

When is content-based more appropriate than collaborative filtering?

I know the difference between content-based and collaborative filtering approach in recommender systems. I also know some of the articles said collaborative filtering have some advantages than content-...
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0answers
102 views

Building AI as an Operating System

This is in continuation of my last question here. I am just starting to build an OS which will be based on AI or rather Synthetic Super Intelligence. I also wrote a paper on it for which I am working ...
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1answer
71 views

How would a quantum computer potentially facilitate artificial consciousness, assuming it is possible?

How would a quantum computer potentially facilitate artificial consciousness, assuming it is possible?
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3answers
379 views

Are there profitable hedge funds using AI?

Is there any research in this area?
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2answers
64 views

Looking for approach for monetary evaluation of AI potential in 2025

I need to evaluate the monetary potential of AI at my company for the year 2025 to justify a long term investment in a dedicated AI center of competence. The departments in which AI would be used ...
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0answers
56 views

Recognize human's feelings using Artificial Intelligence

[English is not my native language and I find it hard to express something that I want to search for in Artificial Intelligence papers.] People could be sad, happy, depressive, angry, nervous, calm, ...
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2answers
117 views

3D environment for RL research in Academia

I'm doing my thesis on Reinforcement Learning. My focus on Partially Observable Environments like 3D Games. I want to choose a 3D platform for testing and doing ...
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1answer
155 views

Why are Neural Networks considered Artificially Intelligent?

Why in every aspect are we now considering Neural Networks as an Artificially Intelligent entity/program?
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1answer
38 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:...
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2answers
125 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 ...
5
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1answer
136 views

Self-driving control logic based on semantic segmentation

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 ...
5
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2answers
77 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 ...
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0answers
40 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 ...
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1answer
83 views

What can be built using a lot of researchers?

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 ...
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2answers
201 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?
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2answers
612 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 ...
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2answers
303 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 ...
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1answer
67 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 ...
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2answers
612 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 ...
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1answer
184 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 ...
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1answer
97 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 ...
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1answer
403 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 ...
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1answer
80 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 ...
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2answers
347 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 ...
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0answers
132 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
76 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?
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1answer
159 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
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1answer
115 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 ...
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3answers
114 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 ...
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4answers
261 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 ...
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1answer
114 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, ...
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1answer
235 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 ...
5
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1answer
171 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 ...
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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 ...
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0answers
102 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 ...
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4answers
645 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 ...
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1answer
318 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 ...
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3answers
802 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 ...
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3answers
386 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 ...
28
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4answers
38k views

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

I am trying to find some existing research on how to select the number of hidden layers and the size of these of an LSTM-based RNN. Is there an article where this problem is being investigated, i.e., ...
10
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2answers
639 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. ...
5
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1answer
145 views

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

I'm looking at the history of NLP (and by extension, machine learning) and starting in the 1950s with the Georgetown–IBM experiment. Are there any particular studies nor projects done with Natural ...
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2answers
174 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 ...