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Questions tagged [data-compression]

For questions related to data compression in the context of artificial intelligence.

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Do text compression tests qualify winRar or 7zip as intelligent?

I read this paper Text Compression as a Test for Artificial Intelligence, Mahoney, 1999. So far I understood the following: Text Compression tests can be used as an alternative to Turing Tests for ...
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1answer
46 views

How can I compress the states of a reinforcement learning agent?

I'm working on a problem that involves an RL agent with very large states. These states consist of several pieces of information about the agent. The states are not images, so techniques like ...
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0answers
22 views

Compression of real time speech data

I am trying to train 2 neural networks - one to compress and the other to decompress real time speech data, and I have a few questions. First off Would this even work - trained, of course, on the same ...
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0answers
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Did the Hutter Prize help research in artificial intelligence in any way?

Wikipedia states: The Hutter Prize is a cash prize funded by Marcus Hutter which rewards data compression improvements on a specific 1 GB English text file. The goal of the Hutter Prize is to ...
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2answers
103 views

Can a data compression function be used to make predictions?

I've heard that prediction is equivalent to data compression. Is there a way to take a compression function and use it to create an AI that predicts?
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2answers
972 views

What is the current research in artificial intelligence in the field of data compression?

What is the current research in artificial intelligence and machine learning in the field of data compression? I have done my research on the PAQ series of compressors, some of which use neural ...