Questions tagged [implementation]
For questions about implementation of software/algorithms related to Artificial Intelligence.
17
questions
2
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2answers
31 views
Are feature maps merged or are they passed on as they are?
I am unsure about the following parts of the architecture and mechanics of convolution layers in CNNs. Possibly, this is implementation-dependent though.
First question:
Say I have 2 convolution ...
3
votes
1answer
17 views
How does Monte Carlo Tree Search UCT exploitation value change based on perspective?
In this blog toward the end, the author writes the following:
For the sake of my question, let’s assume that a terminal state gives a reward of +1 for a win and -1 for a loss.
When the author says “...
2
votes
0answers
36 views
How can the convolution operation be implemented as a matrix-vector multiplication?
How can the convolution operation used by CNNs be implemented as a matrix-vector multiplication? We often think of the convolution operation in CNNs as a kernel that slides across the input. However, ...
0
votes
0answers
61 views
Using AI to guess a mathematical pattern of certain polynomials in four variables: practical challenge
I'd like to use machine learning to guess a mathematical pattern: the input are certain polynomials in four variables $q_1,q_2,q_3,q_4$, the output can be zero or one.
Allowed polynomials are such ...
1
vote
1answer
63 views
How to impliment AI using js [closed]
I want to implement AI in client side. Any Javascript libraries that has been already used.
What are the libraries can be used and some samples?
2
votes
2answers
82 views
How to implement a Restricted Boltzmann Machine manually?
I am learning about Restricted Boltzmann Machines and I'm so excited by the ability it gives us for unsupervised learning. The problem is that I do not know how to implement it using one of the ...
3
votes
1answer
528 views
Regarding Yolo and Keras
I'm trying to implement YOLO (tiny version, v1) into Keras framework. For the past two days, I've been relentlessly digging through Github and the likes in order to ...
1
vote
0answers
52 views
Deep Q-Network concepts and implementation
How does sequential DQN work?
How would one construct the simple sequential DQN?
OpenAI Baselines: DQN
10
votes
5answers
228 views
Why isn't ethics more integrated into current AI systems?
I am a PhD student in computer science, and currently creating a state of the art overview in applications done in Machine Ethics (a multidisciplinary field combining philosophy and AI, that looks at ...
6
votes
2answers
382 views
How should I handle action selection in the terminal state when implementing SARSA?
I recently started learning about reinforcement learning and currently I am trying to implement the SARSA algorithm, however I do not know how to deal with $Q(s', a')$, when $s'$ is the terminal state....
3
votes
1answer
104 views
Are there independent evaluations of various major AI platforms?
Has anyone had a chance to tinker with multiple major AI platforms such as TensorFlow, Cognitive Talk, Quill etc...
What are the strengths and weaknesses of different AI platforms?
Comprehensive ...
3
votes
1answer
275 views
State representation of position in 2D plane for Reinforcement Learning (Q Learning)
I recently finished Course on RL by David Silver (on YT) and thought about trying it out on simple application in Unity Game Engine, where I've built simple labyrint with ball and want to teach the ...
3
votes
1answer
529 views
How to represent a large decision tree?
A system makes a decision basing on a large number of varied factors, following a "live" decision tree - one that is (independently, through other subsystem) updated with new decisions, new situations....
3
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1answer
115 views
Are there any anthropological studies involving AI right now?
Are there currently any studies to simulate gradual (or sudden) implementation of AIs in the general work force?
1
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1answer
96 views
What are the approaches to teach AI to how to render html page based on its source code?
I'm wondering, instead of implementing new web browsers over and over again with millions line of code which is very difficult to manage, would it be possible to use ANN or GA algorithm to teach it ...
1
vote
1answer
143 views
What are the minimum requirements to call something artificial neural network?
I've found this short Python code which implements neural network in 11 lines of code:
...
3
votes
2answers
76 views
How to distinguish AI modeling from implementation?
Quote from this Eric's meta post about modelling and implementation:
They are not exactly the same, although strongly related. This was a very difficult lesson to learn among mathematicians and ...
