[Enhancement]: Migrate normalization of the action_space to a wrapper. #367
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enhancement
New feature or request
Env
Improvements or additions to envs or gym
wrapper
Everything related to wrappers
Improvement 🔧
By default, normalization in action space is activated in our environments due to the fact that is required for some algorithms directly. However, I think it is a more general solution to do this work in a wrapper and make native Sinergym environments as simple as possible.
Original behavior
There is an attribute flag in Sinergym environments (default to True), to normalize observation and parse it to original values before to send the values to the simulator
Enhanced behavior
Encapsulate all this functionality into a wrapper, and write documentation to warn that this wrapper is required/recommended for some DRL algorithms.
Additional context
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Checklist
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enhancement
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