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Q learning algorithm in image processing using matlab.

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I would like to process the images by removing noise from the blur and color correction using Q-learning simpler and more efficient because artificial intelligence and especially deep learning consists of more advanced methods on image processing. I know about neural networks but i don't know much about this algorithm. so, i am totally confused from where to start and how can i do this. Can anyone please share some link because i searched a lot from past two days and i saw most of the videos of q-learning algo is about either games or robot. I can't find any help on image processing side. Please help me, i have also the option of doing this on python.

Accepted Answer

Emmanouil Tzorakoleftherakis
Finding an example that exactly matches what you need to do may be challenging. If you are looking for the "deep learning" version of Q-learning, it's called DQN. See some details here and some examples below.
If you keep finding examples of Q-learning for the application you are thinking maybe there is a reason for that. Without being an expert, Q-learning works with tabular policies, so it may fit nicely with a scenario where you want to manipulate pixels in an image (which is a table after all)
Emmanouil Tzorakoleftherakis
There is no specific app for Q learning. I would follow the example here to see how to set up the problem

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