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pro vyhledávání: '"Taylor, Sean"'
We study the design and analysis of switchback experiments conducted on a single aggregate unit. The design problem is to partition the continuous time space into intervals and switch treatments between intervals, in order to minimize the estimation
Externí odkaz:
http://arxiv.org/abs/2406.06768
Autor:
Azagirre, Xabi, Balwally, Akshay, Candeli, Guillaume, Chamandy, Nicholas, Han, Benjamin, King, Alona, Lee, Hyungjun, Loncaric, Martin, Martin, Sebastien, Narasiman, Vijay, Zhiwei, Qin, Richard, Baptiste, Smoot, Sara, Taylor, Sean, van Ryzin, Garrett, Wu, Di, Yu, Fei, Zamoshchin, Alex
To better match drivers to riders in our ridesharing application, we revised Lyft's core matching algorithm. We use a novel online reinforcement learning approach that estimates the future earnings of drivers in real time and use this information to
Externí odkaz:
http://arxiv.org/abs/2310.13810