This repository lists the many places deep reinforcement learning is used in the world. Feel free to contribute additions to this list, and we will filter through them and accept the ones that seem to fit the criteria of real-world reinforcement learning.
For each item, please include two parts, a link to an article or video to make the application clear and easy to read for the average person. Second, include a link to the paper or technical report (preferably free) that provides further details and its relation to other work (if it is available). See the posts below for examples of this format.
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Deep reinforcement learning to personalize gamer experience better at Zenga (video game company).
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How Telus (telecomunications company) Applies Model-Based Reinforcement Learning to Reduce Energy Consumption in Data Rooms.
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Deepmind and YouTube use Deep Reinforcement Learning to optimize video compression.
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Reinforcement Learning to reduce the operating cost of Google data centres by 40%.
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Kindred AI (AI-robotics company) uses Deep Reinforcement Learning to build robots for grasping and manipulation (SORT)
- Link to Blog, Link to Trailer, Link to Product: 1, 2
- Link to presentation