Does Netflix use reinforcement learning?
Netflix developed a new machine learning algorithm based on reinforcement learning to create an optimal list of recommendations considering a finite time budget for the user.
Is reinforcement learning the hardest?
The reinforcement learning is hardest part of machine learning. The most important results in deep learning such as image classification so far were obtained by supervised learning or unsupervised learning.
What are the three main types of reinforcement learning?
Q-learning is a popular model-free reinforcement learning algorithm based on the Bellman equation. The main objective of Q-learning is to learn the policy which can inform the agent that what actions should be taken for maximizing the reward under what circumstances.
[PDF] Network formation by reinforcement learning: the long and medium run
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[PDF] Reinforcement Learning: An Introduction - Stanford University
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[PDF] Application of Reinforcement Learning on Medium Access Control
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[PDF] Dealing with the Unknown: Pessimistic Offline Reinforcement Learning
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[PDF] Dummy Q-learning (table) - GitHub Pages
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