• A Better Match for Drivers and Riders Reinforcement Learning at Lyft

  • 2024/07/08
  • 再生時間： 1分未満
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A Better Match for Drivers and Riders Reinforcement Learning at Lyft

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  • The paper demonstrates the successful application of reinforcement learning to improve the efficiency of driver-rider matching in ride-sharing platforms. The use of online RL allows for real-time adaptation, resulting in decreased wait times for riders, increased earnings for drivers, and overall higher user satisfaction. The research paves the way for more intelligent systems in the ride-sharing industry, with potential for further optimization and expansion into various other aspects of the ecosystem. Read full paper: https://arxiv.org/abs/2310.13810 Tags: Reinforcement Learning, Recommender Systems, Machine Learning
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The paper demonstrates the successful application of reinforcement learning to improve the efficiency of driver-rider matching in ride-sharing platforms. The use of online RL allows for real-time adaptation, resulting in decreased wait times for riders, increased earnings for drivers, and overall higher user satisfaction. The research paves the way for more intelligent systems in the ride-sharing industry, with potential for further optimization and expansion into various other aspects of the ecosystem. Read full paper: https://arxiv.org/abs/2310.13810 Tags: Reinforcement Learning, Recommender Systems, Machine Learning
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