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How Airbnb leverages machine learning and reinforcement learning techniques to solve a unique information retrieval task in order to provide guests with unique, affordable, and differentiated accommodations around the world. By: Dillon Davis, Huiji Gao, Thomas Legrand, Weiwei Guo, Malay Haldar, Alex Deng, Han Zhao, Liwei He, Sanjeev Katariya Airbnb has transformed the way people […]
We’re sharing more about the role that reinforcement learning plays in helping us optimize our data centers’ environmental controls. Our reinforcement learning-based approach has helped us reduce energy consumption and water usage across various weather conditions in our data centers. Meta is revamping its new data center design to optimize for artificial intelligence and the […]