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Reinforcement Learning (Python Machine Learning) Engineer

I need to create an Interpretability model for reinforcement learning agent or policy (to be discussed). My main goal is to make reinforcement learning technique interpretable or transparent for the user (not developer but user). For instance, we can visualize, present future behaviours of actions of the trained algorithm. I want to begin with one model but I need 25 models by the end of July.

That would be simple and a good starting point to do something real / bigger in the next gigs as I have lots of work. Language: Python, you can use TensorFlow, OpenGym AI etc if you want.

A few papers came up in the search. It's a basic approach but might be a good inspiration: [login to view URL]

This might help you understand what I mean by interpretability model: [login to view URL]

Skills: C Programming, Data Mining, Machine Learning, Python, Statistics

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About the Employer:
( 0 reviews ) Berlin, United Kingdom

Project ID: #16989833

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We have a good setup and would be able to complete the task well before the time with proper attention even after the project gets delivered in time.

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Hi! I am interested in your project. Can you provide more details? Do you want to visualize a "black box"? How do you want to open a model for user? Do you mean a severance of special features under Interpretability? L More

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