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Mushroom

Submitted by on Feb 08 2018 Suggest Revision
By: Carlo D'Eramo, Davide Tateo
From: AIRLab - Politecnico di Milano
Paper:
Resource Type:
Code
License:
MIT
Language:
Python
Data Format:

Description

Mushroom is a Reinforcement Learning (RL) library that aims to be a simple, yet powerful way to make RL and deep RL experiments. The idea behind Mushroom consists in offering the majority of RL algorithms providing a common interface in order to run them without excessive effort. Moreover, it is designed in such a way that new algorithms and other stuff can generally be added transparently without the need of editing other parts of the code. Mushroom makes a large use of the environments provided by OpenAI Gym library and of the regression models provided by Scikit-Learn library giving also the possibility to build and run neural networks using Tensorflow library.
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