Questions tagged [randomness]

Use for questions about the concept of randomness, or use of stochasticity in decision making algorithms.

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Random value generator using a single neuron or DNN

AI is supposed to do anything human or traditional computer can do, that is what we expect AI to be. So 'generating random value' is also a task included in the scope that AI should be able to do I'...
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3answers
43 views

How to deal with random weights initialization in hyperparameters tuning?

In the step of tuning my neural networks I often encounter a problem that every time I train the exact same network, it gives me different final error due to random initialization of the weights. ...
2
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2answers
199 views

Can a neural network be used to predict a sequence of integers based on dataset of previously produced random numbers?

What i really want to do, is to predict an integer sequence of (5 numbers with values from 1 to 50) for example based on a big dataset of other 5 numbers sequences with same values range created by ...
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1answer
102 views

Why AI is (or not) a good option for the generation of random numbers?

Why AI is (or not) a good option for the generation of random numbers? Would GANs be suited for this purpose?
5
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3answers
250 views

Is randomness necessary for AI?

Is randomness (either true randomness or simulated randomness) necessary for AI? If true, does it mean "intelligence comes from randomness"? If not, can a robot lacking the ability to generate random ...
7
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6answers
281 views

Is randomness anti-logical?

I came across a comment recently "reads like sentences strung together with no logic." But is this even possible? Sentences can be strung together randomly if the selection process is random. (...
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5answers
18k views

Can a neural network be used to predict the next pseudo random number?

Is it possible to feed a neural network the output from a random number generator and expect it learn the hashing (or generator) function, so that it can predict what will be the next generated pseudo-...