Questions tagged [ai-design]
For questions related to the design of AI agents, algorithms or models.
63
questions with no upvoted or accepted answers
5
votes
1answer
190 views
Building AI from chess - data shape from simulation
Problem
My problem is the following: Given 1000 wins, losses, and ties from a chess simulation I am using, what shape should each game be (I.e., sequence of moves leading to win/loss/tie) in order to ...
5
votes
2answers
69 views
Two data classes for a convolutional neural network, can one have a LOT more images for training than the other?
I have two classes in the training set: one that has images with a feature and the other of images without that feature.
Can there be a LOT more images with "no feature" so I can fit in all possible ...
4
votes
1answer
67 views
Whats the correct technique/technology to identify duplicate data
We store supplier information for many companies. Each supplier database is logically separated, making it possible for a supplier to be common across logical separations.
At the moment, we have ...
3
votes
2answers
30 views
What kind of output should be used for predicting angles in DNNs?
I am building a model which predicts angles as output. What are the different kinds of outputs that can be used to predict angles?
For example,
output the angle in radians
cyclic nature of the ...
3
votes
0answers
69 views
How can I use Q-learning for inventory decision making?
I am trying to model operational decisions in inventory control. The control policy is base stock with a fixed stock level $S$. That is replenishment orders are placed for every demand arrival to take ...
3
votes
0answers
97 views
What can be considered a deep recurrent neural network?
In the paper Deep Recurrent Q-Learning for Partially Observable MDPs, the DRQN is described as DQN with the first post-convolutional fully-connected layer replaced by a recurrent LSTM.
I have DQN ...
3
votes
1answer
93 views
Is it possible to verify SOP of call center conversation using AI?
As we know in call centers there are certain SOP(standard operating procedure), for example few are below,
Agent greeted customer
Agent verified the validity of customer before providing sensitive ...
2
votes
0answers
95 views
What is ratio of the objective function in the case of continuous action spaces?
I'm trying to implement the proximal policy optimization (PPO) algorithm. I'm confused on how to make it work with continuous action space.
For discrete action space, the output of the network is the ...
2
votes
0answers
41 views
How should I build an AI that quickly detects falling game assets on screen?
I want to build an AI that plays a simple android game.
The game is just a one at a time object falling, some times at an angle. The AI needs to recognize the object and to decide whether to swipe ...
2
votes
0answers
30 views
Which loss functions for transforming a density function to another density function?
I am looking at a problem which can be distilled as follows: I have a phenomenon which can be modeled as a probability density function which is "messy" in that it sums to unity over its support but ...
2
votes
2answers
50 views
Which online machine learning technique to use for multi-class classification problem with multiple inputs?
I have the following problem. We have $4$ separate discrete inputs, which can take any integer value between $-63$ and $63$. The output is also supposed to be a discrete value between $-63$ and $63$. ...
2
votes
0answers
92 views
Application of Blockchain in Fraud detection in stock market
I want to develop a fraud detection application in the stock market Using Blockchain technology, we have some pattern that defines the anomaly for use of supervised machine learning but there is one ...
2
votes
0answers
41 views
How to use Machine Learning to create a “Draw-A-Person Test”
The process revolves around a child's drawing. Each part of each drawing corresponds to a score as in the Draw a Person Test conceived by Dr. Florence Goodenough in 1926. The goal of the machine is to ...
2
votes
0answers
82 views
NLP proved against US legal texts
I'm new to AI development and am looking for a quality algorithm (potentially nlp?) implementation proved against US legal texts.
Obviously some training would need to be done, but I've found little ...
2
votes
0answers
73 views
How would I implement this New Type of NN
CIO NN
CIO NN stands for Controller Input Output Nerual Network
note due to a typo the "nearon" means "neron"
For this we have to redefine the Nearon
2 Inputs
2 Outputs
4 Weights (each input and ...
2
votes
0answers
82 views
Continuous Real-Time AI Simulation Loop
Due to my ignorance in this space I am not sure if a similar approach has already been proposed for what I outline below (I am not sure what terminology to even search for):
I have been doing some ...
2
votes
1answer
101 views
possible to train some model to recognize trash?
I want to build a semi autonomous robot/machine that will clean up trash in cities. For this to be possible it needs to recognize 'trash'. As trash can be all sorts of things (think ciggaret buts, ...
2
votes
1answer
186 views
Using YodaQA with a non-Wikipedia source
Has anyone used YodaQA for natural language processing? How easy is it to link to a document database other than Wikipedia?
We're thinking we can create a bot to use AI to analyze our developer and ...
2
votes
4answers
158 views
Is the imagination of AI limited to our own imagination?
Is AI limited by the fact that it requires us to give it a task or goal to achieve? It has all the capability to get to that goal in ways we might not think of but it still only gets to a goal we can ...
1
vote
1answer
41 views
Which predictive algorithm is most appropriate for a proceeding situation?
I'm new to artificial intelligence. I am looking for the most appropriate AI solution for my application, which is developing an algorithm to predict a proceeding situation (edited: I want my ...
1
vote
0answers
15 views
Does behavior based robotics have a grounding problem?
Rodney brooks had invented behavior based robotics in the 1980s in response to the former symbolic AI which is using a world model. A world model needs symbolic grounding which means, that the outside ...
1
vote
0answers
14 views
A gated neural network for internal thought?
I have an idea for an RNN which has no separate internal memory state only an output. But there is a gate in which tells the neural network whether the output will be acted out in the physical world ...
1
vote
0answers
24 views
AI for Warcraft 3 Dota
I want to create AI for Dota1. Is it possible to create AI for Warcraft 3? How Open AI works in Dota2? I want to know more about algorithms what are in foundation in Open AI.
1
vote
0answers
38 views
AI for Selenium Test Automation
I am seeking help to implement my idea on developing an automation test framework that can fix locator related issues by itself. My abstract idea is as given below.
I will have a Selenium Test ...
1
vote
0answers
39 views
Coloring graphs with reinforcement learning
I am trying to build an RL agent to solve the NP-hard problem graph coloring. The problem is quite challenging.
This how I addressed it.
The environment
To preserve the scalability of the ...
1
vote
0answers
50 views
Can an AI simulate someone that is diagnosed as “Special Needs”?
Do you think it would be possible to train an AI in such a way as to mimic/simulate someone that is diagnosed as "Special Needs"?
Why? Most diagnosis and treatments for people today are subjective, ...
1
vote
0answers
13 views
Can a cognitive architecture utilized for event recognition?
Cognitive architectures like SOAR, ACT-R and Clarion are often described in the AI literature corpus. The elements of such system are oriented on human information processing. Different modules for ...
1
vote
0answers
41 views
How should I deal with vector states in reinforcement learning?
I am wondering if anyone has any experience dealing with vector states, that is, a state that has multiple values. I cannot find any coding examples online and I am trying to implement Q-learning. Any ...
1
vote
0answers
56 views
Do we need to use the experience replay buffer with the A3C algorithm?
I have skimmed through a bunch of deep learning books, but I have not yet understood whether we must use the experience replay buffer with the A3C algorithm.
The approached I used is the following:
...
1
vote
0answers
16 views
Has any research been done to solve word searches with AI?
A simple word search seems too simple to solve with a computer AI. But what I'm interested is how human's solve it. They build up strategies over the course of solving the puzzle. For example:
1) ...
1
vote
0answers
67 views
An idea I had to create the first Humanoid using Deep Learning
I've come up with an idea on how we could use a combination of Deep Learning and body sensors to create a walking talking living humanoid. Here goes:
First, we will recruit 1 billion people and have ...
1
vote
0answers
38 views
Smielapp design feasible now?
Consider a SmielApp1, pronounced smile-app. It's a proposed app for Android, iOS, LINUX, and other phone, tablet, laptop, and desktop environments.2 The system requirements are a microphone, a speaker,...
1
vote
0answers
18 views
Genetic algorithm generation of fuzzy rules with artificial network adjustment of fuzzy probabilities
Are there any working AI system designs or theory to support a system where an artificial network is trained to to adjust fuzzy probabilities and modify the parameters of a genetic algorithm that ...
1
vote
0answers
17 views
Since there are different types of neurons in adjacent positions in the brain's arrays, should heterogeneous layers be developed?
Below is a taxonomy of neurons. Some of these types occur in different locations in the brain, but there are adjacent neurons of varying types with clearly functional type diversity in many parts of ...
1
vote
1answer
177 views
Why do we need both encoder and decoder in sequence to sequence prediction?
Why do we need both encoder and decoder in sequence to sequence prediction?
We could just have a single RNN that, given input $x$, outputs some value $y(t)$ and hidden state $h(t)$. Next, given $h(t)$...
1
vote
0answers
38 views
Exploration rate decay and training in Q learning
I'm trying to replicate the results of the DeepMind's paper with Breakout included in OpenAI Gym. I wonder how much frames should I keep until I reach the fixed exploration rate. Actually it reaches ...
1
vote
0answers
29 views
Recognition and Response Generalizations for Autonomous Vehicles or Not?
It is said that the number of possible sequences of game play in the game Go is greater than the number of atoms in the universe. Whether or not that is true, imagine the number of possible sequences ...
1
vote
0answers
144 views
How can a fully automated vacuum cleaner use and update room information?
Assistive Subsystems
Consider an automated vacuum cleaner with the following subsystems under the command of an AI system to be designed. These subsystems limit the AI complexity to just intelligent ...
1
vote
0answers
18 views
How to handle Feature changes in a model deployed ?
I implemented and deployed with Flask an XGBoost model for a classification problem. But being aware that features importance can change over time to predict probability of label for new data, I ...
1
vote
0answers
112 views
Testing of artificial network hardware acceleration — Any additions?
The Current Plan to Possibly be Augmented
TranSeed Labs is testing two PCI express artificial network acceleration products and their SDKs against easy to assemble data sets and demos.
Aaeon Up PER-...
1
vote
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 ...
1
vote
0answers
35 views
What methods are there to detect discrimination in trained models?
I've been researching AI regulation and compliance (see my related question on law.stackexchange), and one of the big take-aways that I had is that the regulations that apply to a human will apply to ...
1
vote
0answers
58 views
How basically AI synthesize thinking?
In the instance like AlphaGo Zero.
How N' why AlphaGo Zero's training is so stable? Compared with traditional game theory applied in Deep RN technique!?
How "AlphaGo Zero" differs from "...
1
vote
0answers
26 views
Whats advantages does a Loop Network have over a Feed Forward Network?
I am interested to see what advantages a Loop Network (Feed Forward Network that takes its output as input, I think it's called an RNN, not sure). The only result I found was that it was extremely ...
1
vote
0answers
76 views
Design neural network for generating sorting networks
How would you design a neural network that generates the positions of comparators in a sorting network given a set of numbers. I've tried to modify some already implemented networks that given a set ...
1
vote
0answers
20 views
Social network filtering for specific topic
I created and operate a social network for meeting new people. As a result of the recent FOSTA legislation, it’s imperative that I implement an automated system to prevent users from posting ...
1
vote
0answers
63 views
Data extraction from medical reports
I am new in Machine Learning. I have taken a course in vision and we are required to do a project.
I am thinking of data mining medical lab report images. My code must take an image and jpg file ...
1
vote
0answers
49 views
Build Android News Recommendation app
Please I am interested in building a news recommendation app that will be powered by artificial intelligence. I have being making a whole lot of research on this and will be glad if somebody can tell ...
1
vote
1answer
60 views
Is the proposal that more power leads to more intelligence correct?
One of the somewhat subliminal and entirely unsubstantiated assumptions we hear is that more computing power will allow us to approximate human intelligence — that quantitative augmentation will ...
0
votes
0answers
24 views
What is the state of the art AI training technique for imperfect information 2 player turn based games?
As far as I can tell (correct me if I'm wrong), Alphazero (with MCTS and neural network heuristic function RL) is the state of the art training method for turn based, deterministic, perfect ...
