The Stack Overflow podcast is back! Listen to an interview with our new CEO.

Questions tagged [ai-design]

For questions related to the design of AI agents, algorithms or models.

Filter by
Sorted by
Tagged with
5
votes
4answers
970 views

Can prior knowledge be encoded in deep neural networks?

I was reading Gary Marcus's a Critical Appraisal of Deep Learning. And one of his criticisms is that neural networks don't incorporate prior knowledge in tackling a problem. My question is, has there ...
2
votes
2answers
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 ...
2
votes
1answer
55 views

Programming a bandit to optimize donations

I'm developing a multi-armed bandit which learns the best information to display to persuade someone to donate to charity. Suppose I have treatments A, B, C, D (which are each one paragraph of text). ...
0
votes
1answer
276 views

Planning a Neural Network

I'm trying to understand how to effectively plan and write a Neural Network but running into problems with understanding how they should be written. I'm working with classification with writing a ...
4
votes
6answers
276 views

Is there any website where I can visualize how AI planning works?

I would like to do some practical implementation of Artificial Intelligence Planning (of course something a bit simple and easy). Is there any website where I can pick an algorithm, say A* or hill ...
8
votes
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 ...
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 ...
5
votes
3answers
105 views

What machine learning algorithm should be used to analyze the relationship between strings?

I am trying to build a neural network that takes in a single string, ex: "dog" as an input, and outputs 50 or so related hashtags such as, "#pug, #dogsarelife, #realbff". I have thought of using a ...
4
votes
1answer
317 views

What are the possible future applications of intelligent agents? [closed]

I am trying to do some experiments with some intelligent agents, but I'm not sure how significant they will be in the future. Can someone explain some interesting scenarios, maybe some use-cases of ...
-1
votes
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 ...
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 ...
0
votes
2answers
90 views

How the AI network can be modeled for AlphaZero?

There is more information recently that AlphaZero has been trained to be the best chess program after 4 hours of learning (in chess). I am wondering how the AI network could have been modeled for this ...
4
votes
1answer
341 views

How would you encode your input vector/matrix from a sequence of moves in game like tasks to train an AI? e.g. Chess AI?

I've seen data sets for classification / regressions tasks in domains such as credit default detection, object identification in an image, stock price prediction etc. All of these data sets could ...
3
votes
3answers
153 views

Legal compliance and AI auditing framework

Providing that more and more decisions about human life are (to be) decided by machine (like access to loans, housing, scholarship, jobs, healthcare, insurance, etc.) at the same time, in many ...
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
2answers
411 views

Evaluation Function for a Go like game

I am trying to find a good evaluation function for a game with: A 7x7 tile board 2 players, given equal number(>=3 currently undetermined) of stones placed randomly on the tiles A turn is consisted ...
1
vote
1answer
101 views

How can an AI make tactical manoeuvres?

I'm working on a multi-player game that involves a board/map where there are walls, cover or open ground. The players then take turns moving units around and undertaking discrete actions, like move, ...
3
votes
2answers
45 views

Image recognition service architecture

A question for developers of projects for pattern recognition. How best to organize the architecture of such a service? At what stage do you conduct logic? (for example, for the recognition of a ...
2
votes
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?
5
votes
1answer
870 views

How to turn a ternary constraint into three binary constraints?

I'm trying to answer the following question of chapter 6 exercises of Artificial Intelligence: A Modern Approach by Peter Norvig and Stuart Russell about dealing with constraints. This is in the ...
4
votes
1answer
129 views

What approach should I use to detect faces in video game footage?

I have set myself the challenge of detecting the locations of players/bots in videos of a well known first person shooter game (this is for a youtube series I'm planning on doing). I'm not sure which ...
6
votes
1answer
811 views

Is the new Alpha Go implementation using Generative Adversarial Networks?

I read through the publication Mastering the game of Go without Human Knowledge. It doesn't seem to use GANs, just a new form of search and reinforcement learning.
2
votes
1answer
81 views

Do AIs based on MCTS start each game from scratch?

AIs that rely on MCTS - like AlphaGo - create their decision tree as the game progresses. Do they start from scratch each game and build a new tree or do they keep the tree and grow it from game to ...
2
votes
4answers
167 views

How will morality questions be settled in the domain on self-driving cars?

For example... 1) If a dog is crossing the road, I'd expect the car to try to avoid it. But what if this leads to .00001% more risk for the driver? What is the 'risk cut-off'? 2) What if a cockroach ...
4
votes
1answer
3k views

Automatic story generator

How can l leverage Artificial Intelligence and Virtual Reality to create Intelligent Automatic Story Generation? My idea is to come up with a system that is empowering the user’s imagination to ...
2
votes
1answer
106 views

How is creativity generated in a currently rule based neural network?

I recently became interested in how creativity is generated in NN. My understanding of NNs is that the output always known, given that it they are trained with target values, but how does one train a ...
2
votes
1answer
788 views

An AI system that learns the grammar of a CFG (Context-free grammar)

Suppose I have CFG L that pumps out words in that language. I want a machine learning system that can detect if a word w came from L or not. It has access to a stream from L that is constantly ...
2
votes
1answer
500 views

Solving Crossword Puzzles

I have to model an AI that should be able to understand clues and find the answer from a specified word database. I came across several papers that solves the problem with training neural networks or ...
5
votes
3answers
13k views

Are there real applications of fuzzy logic?

This question covers in detail, what fuzzy logic is and how it relates to other math fields, such as boolean algebra and sets theory. This question is also very related, but the answers are focused ...
2
votes
3answers
208 views

How would AI prioritize situational ethics?

There's a real possibility that self driving cars become more than just a high tech novelty and they start changing the market. As seen in Logan, self driven commercial freight might be among the ...
3
votes
2answers
1k views

What type of neural network would be most feasible for playing a realtime game?

For implementing a neural network algorithm that can play air hockey, I had two ideas for input, and I'm trying to figure out which design would be most viable. The output must be two analog values ...
1
vote
1answer
83 views

Are there any visual elements commonly associated with AI?

Are there any visual elements, patterns, colors, graphs, maps, or even programming fonts that are used and even recurring in artificial intelligence and machine learning processes? As a designer, it ...
3
votes
1answer
1k views

Blocks world Game: A* heuristic solution approach

I am developing a heuristic solution for blocks world problem. I tried using number of blocks out of place as my h(n). It seems little ineffective. Can someone please point out a suitable heuristic ...
2
votes
1answer
1k views

Developing a Blackjack AI

I'm currently developing a blackjack program that I posted on code review SE about a month ago and, after making a few changes based on the users suggestions and my friends' suggestions, I want to ...
4
votes
3answers
407 views

How to define or represent evil in logic

Is there any well defined method to define or represent evil in abstract logic, binary or AI form? Video games method of representing evil is relative to the player context (thus subjective, and not ...
4
votes
1answer
171 views

Why is AI safety so much harder than Isaac Asimov's “Three Laws of Robotics”?

I understand that AI researchers are trying to create AI designs that allow for desired behavior without undesirable side-effects. A classic example of an attempt is Isaac Asimov's "Three Laws of ...
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 ...
4
votes
2answers
3k views

Use AI to interpret XML?

My question is more about "is it possible?" and "is this the right approach?" So let me explain what my idea is: I think about a system which gets XML documents in various structures but with ...
5
votes
2answers
88 views

What defines a good dataset in Deep Learning approach?

Scenario: I am trying to create a dataset with images of choice for different animal classes. I am going to train those images for classification using CNN. Problem: Lets assume I somehow don't have ...
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 ...
3
votes
1answer
71 views

Hierarchical Agent Design

I read some light material earlier about the possibility of building AI agent trees, which leaf agents optimizing for primitive tasks, while higher level agents optimizing for orchestrating direct ...
4
votes
1answer
73 views

State of the art and possible development of judging AIs in laws field

I'd like a general explanation of that in AIs that were to mimic judges, prosecutors or lawyers, on very general terms they would act on this way for each case: A judge AI would give a verdict, ...
2
votes
1answer
658 views

Goal oriented Action Planning with multiple Agents

I'm a little bit stuck: I implemented an AI with GOAP (Goal oriented Action Planning, http://alumni.media.mit.edu/~jorkin/gdc2006_orkin_jeff_fear.pdf) for a simulation game. That works fine. Now I ...
0
votes
1answer
123 views

AI with deep learning

I've been looking at both of these python courses on Udemy: https://www.udemy.com/artificial-intelligence-az/ https://www.udemy.com/deeplearning/ Would it be possible to integrate these topics ...
7
votes
2answers
196 views

Which predictive algorithm can be used to predict a number given other numbers?

I am currently searching for a supervised learning algorithm that can be used to predict the output given a large enough training set. Here's a simple example. Suppose the training dataset is ...
3
votes
1answer
81 views

Will AI develop in hybrid ways?

There are two general ways in which AI can interact with humans: Implants of AI devices into human bodies or brains — Such implantation has already begun with health monitors and could grow to ...
1
vote
3answers
455 views

Can a program that requires feedback be considered an AI?

If I create a program which takes an input, gives an output and then requires a response to let it know whether the answer it gave was any good does it count as AI? If not, what is the process of AI?...
1
vote
1answer
180 views

Markov Model for a Traffic Intersection

I need some help in developing a Markov Model for a crossroads there is no one way road and i am assuming at this time that traffic is only allowed to go straight no turns are allowed. There are 4 ...
9
votes
1answer
139 views

Is analogy necessary to artificial general intelligence?

Analogies are quite powerful in communication. They allow to explain complex concepts to people with no domain knowledge, just by mapping to a known domain. Hofstadter says they matter, whereas ...
5
votes
2answers
112 views

Feasibility of an AI assistant to expedite game development?

Basically, an AI that can create, rig, and texture 3d models and game environments (by extrapolating from collections of reference models, according to user input), and that can set up physics and ...