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.
25
questions with no upvoted or accepted answers
6
votes
0
answers
83
views
Is there a venue to publish negative results in AI/ML domain?
Negative results occur frequently in AI/ML research (and perhaps in other domains too). Most of the time, these results are not published. This is mostly because your typical AI/ML conference doesn't ...
- 890
4
votes
0
answers
204
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 ...
- 141
3
votes
0
answers
77
views
What is the reverse of passing a Turing test by a human pretending to be a robot that can't be identified?
A Turing Test is a method of inquiry for determining whether or not a computer is capable of thinking like a human being. In an ideal Turing test, it would be clear to differentiate between a real ...
- 131
3
votes
0
answers
122
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.
...
- 131
3
votes
0
answers
148
views
Train, Validation and Test Split for Reporting Accuracy of Neural Model and BOW
I need to report the 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 ...
- 39
2
votes
0
answers
43
views
How much research, approximately, is done in ANNs?
Does someone know where can I find information about how much research, nowadays, is done in ANNs?
I've checked in this document Redes Neuronales: Conceptos básicos y aplicaciones, Universidad ...
2
votes
0
answers
111
views
Did the Hutter Prize help research in artificial intelligence in any way?
Wikipedia states:
The Hutter Prize is a cash prize funded by Marcus Hutter which rewards data compression improvements on a specific 1 GB English text file.
The goal of the Hutter Prize is to ...
- 2,356
2
votes
0
answers
361
views
Ways to keep up with the latest developments in Machine Learning and AI?
With over 100 papers published in the area of artificial intelligence, machine learning and their subfields every day (source), accounting for ~3% of all publications world wide per year (source) and ...
- 600
2
votes
0
answers
41
views
References on generalization theory and mathematical abstraction of ML concepts
I'd like to learn about generalization theory for machine learning algorithms. I'm looking for books and other references (in case books aren't available) that provide a gentle introduction to the ...
- 373
2
votes
0
answers
31
views
Is there a detailed description or implementation of an end-to-end speech recognition system?
I am currently trying to implement an end-to-end speech recognition system from scratch, that is, without using any of the existing frameworks (like TensorFlow, Keras, etc.). I am building my own ...
- 121
2
votes
0
answers
105
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?
- 31
2
votes
1
answer
223
views
Is it possible to learn to estimate the minimum value in a table?
Is it 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 variables at the same moment, like in system on a ...
- 29
1
vote
0
answers
88
views
Which topics about/in OpenCog could be researched in a Ph.D. thesis
In this interview with Lex Fridman and Ben Goertzel, at 2:23:48, Lex asks about possibilities for young people in the domain of AGI research. Ben Goertzel then answers that there are various ...
- 91
1
vote
0
answers
31
views
Is the framework provided by this paper for checking the constraints of AI systems really new?
The authors of this paper present a framework for checking the constraints of AI systems using formal argumentative logic between 2 agents: an interrogating agent and a suspect agent. The ...
- 11
1
vote
0
answers
100
views
Can any area of math come into play in Machine Learning Research?
As I read online following areas in mathematics come into play in ML research
Linear Algebra
Calculus
Differential Equations
Probability
Statistics
Discrete Mathematics
Optimization
Analytic Geometry
...
- 111
1
vote
0
answers
100
views
How differentiable programming and programming language supporting it will potentially help the development towards AGI?
After the state of the art Deep Learning techniques/algorithms being implemented in low-level languages like Objective-C, C++, etc to high-level languages like Python, JS, etc. and with the help of ...
- 384
1
vote
0
answers
200
views
Creating 4k HDR video from 720p footage
So, my company recently bought a big 4k HDR TV for our reception, where we keep showing some videos that were originally shot/created at 720p resolution. Before this, we had a relatively small HD TV, ...
- 111
1
vote
0
answers
26
views
Has there been any work done on AI-driven operant conditioning?
For example, a RL algorithm that gains points when a rat presses a lever and loses points when it dispenses a pellet, water, treat, and/or sugar water. After a few days of controlling the rewards ...
- 11
1
vote
0
answers
46
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 ...
- 253
0
votes
0
answers
22
views
How to find AI research papers where authors provide source codes that will reproduce the experiments described in the paper?
It is important for a research paper to include raw data and code for scientific replicability, verifiability, and falsifiability.
However, as noted by nbro, roughly 5% percent of papers have code ...
- 153
0
votes
0
answers
22
views
Is there any sort of 'best practice' for giving the general public access to deep learning models to accompany academic papers?
Is there any sort of 'best practice' for giving the general public access to deep learning models to accompany academic papers?
0
votes
0
answers
30
views
Non-locally Electrically Programmable Logic Gates - Technological Advances Progress
Preface: I’d like to clarify that I understand what a relay is and that a PLC uses a fairly conventional microprocessor that only digitally establishes logical logic gate configuration as a digitally ...
0
votes
0
answers
34
views
Do deep learning researchers generally visualize intermediate steps?
Many researchers in deep learning research come up with new CNN architectures.
The architectures are (just) combinations of a few existing layers.
Along with their mathematical intuition, in general, ...
- 3,491
0
votes
0
answers
41
views
Is it a good idea to train a neural network to classify images without base-hypothesis?
I'm a relative beginner in deep learning (understand by that, I'm doing my first Kaggle competition right now, and I have loads to learn still) and I was just wondering something.
Let's say you have ...
-1
votes
0
answers
16
views
Why is even q estimation reduced but the agent cannot predict correctly after training? (offline q learning)
I am going to implement Algorithm 1 in this paper.
When I train the agent, it was gradually reduced the q estimate and, after training agent cannot predict correctly. What is the reason for that?
- 1