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Free And Open-Source Reinforcement Learning Frameworks and Projects Available Online For Machine Learning Engineers

Reinforcement learning is an area of machine learning concerned with how intelligent agents ought to take actions in an environment to maximize the notion of cumulative reward. Reinforcement learning is one of three basic machine learning paradigms, alongside supervised learning and unsupervised learning. Wikipedia

Mrinal Walia
Analytics Vidhya

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Reinforcement learning differs from supervised learning in not needing labelled input/output pairs be presented, and in not needing sub-optimal actions to be explicitly corrected. Instead the focus is on finding a balance between exploration (of uncharted territory) and exploitation (of current knowledge)

In this post, you will discover 5 of the best and open-source Reinforcement Learning frameworks and projects available to us. We will review five of the best open-source Reinforcement Learning projects and frameworks available on Github for anyone interested to use it.

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Analytics Vidhya
Analytics Vidhya

Published in Analytics Vidhya

Analytics Vidhya is a community of Generative AI and Data Science professionals. We are building the next-gen data science ecosystem https://www.analyticsvidhya.com

Mrinal Walia
Mrinal Walia

Written by Mrinal Walia

Data Scientist and a Technical Writer! I will give you the best of Open-Source and AI.

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