Questions tagged [ai-design]

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

Filter by
Sorted by
Tagged with
0
votes
0answers
7 views

AI for a 2D grid game involving two players

I'd like to create an AI for a 2D game involving two players fighting against each other. The map look something like this (The map is a NxN array somehow randomly generated): Basically the players ...
1
vote
0answers
28 views

How to perform regression with multiple numeric (positive and negative) inputs and one numeric output?

I have a dataset with different types of numerical values (both negative and positive numerical values) for the inputs (for example, -40, -35, 1, 25, 39, etc., that is, multiple inputs) and single ...
0
votes
1answer
42 views

Designing a reinforcement learning AI for a game of connect 4

I've made a connect 4 game in javascript, and I want to design an AI for it. I made a post the other day about what output would be needed, and I think I could use images of the board and a CNN. I did ...
4
votes
1answer
45 views

What is the relationship between robustness and adversarial machine learning?

I have been reading a lot of articles on adversarial machine learning and there are mentions of "best practices for robust machine learning". A specific example of this would be when there are ...
-2
votes
0answers
75 views

We are trying to analyse female golfer photos. What are the main data points that come up in these images? (I'm a newbie who needs help, friends.)

I would appreciate the indulgence here as this question may not be well formed. Non-technical people have posed a question to me to suss out timing and potential costs. They want to analyze between ...
2
votes
0answers
17 views

What Are the key Plugins And Features to implement in AI Assistant Personal Project?

Hope you're doing great I'm doing a personal project for android, I want to make an app in Android Studio. The App will be an AI Assistant Like Siri, Jarvis , etc. The idea in mind is to make the app ...
1
vote
0answers
16 views

Greedy Algorithm with State modelling

My Question Would it be viable to implement and also how would I go about implementing something like this, "AI Agent Rating State-machine"? Problem and constraints: An AI Agent is tasked with ...
1
vote
1answer
66 views

Making a CNN for phoneme classification

I was making a simple phoneme classification model for a 10 week-long class project and I ran into a small question. Is it possible, to create a model that takes a 1-second (the longest phoneme is 0.2 ...
1
vote
0answers
99 views

How can I assign agents to tasks based on time and affinity?

I am working on an assignment problem. Consider $K$ agents $A_1, \dots A_K$ and $N$ tasks $T_1, \dots T_N$. Each task has a certain time $t(T_i)$ to be completed and each agent has a matching (or ...
5
votes
1answer
74 views

Context-based gap-fill face posture-mapper GAN

These images are handmade, not auto-generated like they will be in production. Apologies for inaccuracies in the graph overlay. I am trying to build an AI like that displayed in the diagram: when ...
2
votes
0answers
29 views

What AI technologies are well suited for audio signal processing?

I have a firm grasp on genetic programming, PSO, trees and search strategies like Minimax, etc. I haven't yet got to the point of learning about neural networks beyond the absolute basics. A project ...
1
vote
2answers
78 views

Which AI Technique best suited to discovering non-linear relationships in data?

I am interested in exploring whether AI techniques can derive hidden patterns of relationships in a data set. For example, from among house size, lot size, age of house and asking price, what ...
3
votes
2answers
86 views

How do I predict the occurrence of rare events?

I am trying to predict crime. I have data with factors: location, keyword description of the crime, time crime occurred and so on. This is for crimes that occurred in the past. I would like to treat ...
1
vote
1answer
63 views

Which model can I use for this problem with multiple inputs and outputs?

Which model is the most appropriate for this problem with multiple inputs and outputs? The data set is A1, A2, A3, A4, A5, A6, B1, B2, B3, B4 where ...
3
votes
3answers
99 views

How to calculate the optimal placements for settlements in Catan without an ML algorithm?

Is it possible to calculate the best possible placements for settlements in Catan without using an ML algorithm? While it is trivial to simply add up the numbers surrounding the settlement (highest ...
0
votes
0answers
29 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 ...
4
votes
1answer
49 views

How would one implement a multi-agent environment with asynchronous action and rewards per agent?

In a single agent environment, the agent takes an action, then observes the next state and reward: ...
0
votes
1answer
32 views

How would an AI understand grids?

OK, now I think an AI must view grids in a different way to computers. For example a computer would represent a grid like this: ...
3
votes
1answer
22 views

Image classification with an associated matrix

I have a dataset of images with 9 different classes. However, there are different categories with the same type of associated image and only can be differentiated with an associated matrix in my ...
4
votes
2answers
78 views

AI on Academic vs Industry vs Competition

When we are working on an AI project, does the background or the domain make the process different? The "domain" I mean here is like AI for academic research, AI for industry, and AI for competition. ...
3
votes
1answer
53 views

How to handle multiple types of decisions?

In lots of games there are multiple phases or decision points that are not similar yet seem to have a dependency on one another when taking the perspective of the overall strategy of the player. A ...
0
votes
0answers
15 views

AlphaZero value at root node not being affected by training

I have written my own AlphaZero implementation and started training it recently. Problem is, I am 99% sure there is a mistake and I do not know how to tackle this, since I cannot explain it. I am new ...
1
vote
1answer
42 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
67 views

Learning AI and Big Data suggestion [closed]

I'm a programmer which know [php(laravel, api), mysql, html/css, javascript] I want to learn AI (machine learning). I have been researching and watching many videos on the internet. But I am getting ...
5
votes
3answers
56 views

What should we do when we have equal observations with different labels?

Suppose we have a labeled data set with columns $A$, $B$, and $C$ and a binary outcome variable $X$. Suppose we have rows as follows: ...
2
votes
1answer
31 views

How to select the most appropriate set of actions for a given environment or task?

Given a robot in a situation such as in a library reading a book. Now I want to create a neural network that suggests an appropriate action in this situation. And, generally, ignore actions such as "...
2
votes
3answers
83 views

One vs multiple output neurons

Consider an MLP that outputs an integer 'rating' of 0 to 4. Would it be correct to say this could be modeled in either of the following ways: map each rating in the dataset to a 'normalized set' ...
0
votes
1answer
58 views

Can AI be used to reverse engineer a black box?

A while back I posted on the Reverse Engineering site about an audio DSP system whose designer had passed away and whose manufacturer no longer had source code (but the question was deleted). ...
1
vote
0answers
18 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 ...
0
votes
1answer
32 views

Excel in multiple formats

I want to use AI to extract data from spreadsheets in different format. Example ...
1
vote
0answers
11 views

A NN based model of a Cattle for 'Heat Detection'

I am very new to AI/ML but have lot of interest in these. I am trying to understand how this gadget works. So far I have understood that a NN model of the cattle is generated by offline ...
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 ...
0
votes
0answers
26 views

What is the general architecture for a thinking machine?

Assume that there are a set of "black boxes", containing things like neural networks or sensors. I'm wondering what the general architecture for a thinking machine might be. So, for example, black ...
1
vote
1answer
47 views

Create an AI to solve a puzzle (by deduction)

Some puzzle games have a unique solution that can be solved by deduction rather than guesswork (e.g. Slitherlink, Masyu). Using a computer to solve this puzzle it's pretty easy, we can use a ...
3
votes
2answers
31 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 ...
1
vote
1answer
243 views

How to estimate the cost and time to complete an AI Projects

If you are a freelancer, when a client asks to create a website we can easily measure how much the total cost is needed based on the requirements of the client. (the backend, UI/UX design, features, ...
1
vote
0answers
29 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
73 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 ...
3
votes
1answer
117 views

How do I solve this optimal control problem with reinforcement learning?

I am new to reinforcement learning. I would like to solve an optimal control problem with reinforcement learning. The objective is for a wolf to catch a rabbit. The wolf and the rabbit run on a ...
2
votes
0answers
40 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 ...
4
votes
2answers
76 views

How would an AI work out this question?

I am trying to create an AI that makes reasonable guesses at truths of statements. However... Human: "Prove that no number exists which is one more than a billion." AI: "Is it true for the number 1? ...
2
votes
0answers
96 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 ...
3
votes
0answers
81 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 of $S$. That is replenishment orders are placed for every demand arrival to ...
0
votes
1answer
53 views

How to verify your ideas for AI model [closed]

I have very practical problem. When I would like to solve some "harder" problems, I usually have multiple ideas how to solve it. My problem is, that I don't know how to verify my ideas in easy/fast ...
2
votes
1answer
24 views

Change a data compression function into prediction

I've heard prediction is equivalent to data compression. prediction (essentially equivalent to data compression) Is there a way to take a compression function and use it to create an AI that ...
3
votes
1answer
47 views

Is it possible to have a dynamic $Q$-function?

I am trying to use Q-learning for energy optimization. I only wish to have states that will be visited by the learning agent, and, for each state, I have a function that generates possible actions, so ...
6
votes
1answer
80 views

Suicide Predictor and Locator

Suicide is on the increase in my country and most victims tend to leave early traces from text messages, social media accounts, search engine queries. So I came up with the idea to develop an AI ...
2
votes
1answer
54 views

How should I detect an object in a camera image?

I would like to create a model, that will tell me if one type of object is in an image or not. So, for example, I have a camera and I would like to see when one object gets into the shot. Object ...
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, ...
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 ...