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Transforming Location Retrieval at Airbnb: A Journey from Heuristics to Reinforcement Learning

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 […]

10 Usability Heuristics Checklist for UI Design

Improve your UI design with these 10 key usability heuristics: System status visibility System and real-world match User control and freedom Consistency and standards Error prevention Recognition over recall Flexibility and efficiency Simple and clean design Error handling Help and documentation These guidelines help create intuitive, user-friendly interfaces. By applying them, you’ll: Catch usability issues […]