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Ride-Hailing Order Dispatching at DiDi via Reinforcement Learning.

, , , , , , and . INFORMS J. Appl. Anal., 50 (5): 272-286 (2020)

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Efficiently Using Second Order Information in Large l1 Regularization Problems, and . CoRR, (2013)Measuring Sample Efficiency and Generalization in Reinforcement Learning Benchmarks: NeurIPS 2020 Procgen Benchmark., , , , , , , , , and 13 other author(s). CoRR, (2021)A Deep Value-network Based Approach for Multi-Driver Order Dispatching., , , , , , , and . KDD, page 1780-1790. ACM, (2019)Practical inexact proximal quasi-Newton method with global complexity analysis., and . Math. Program., 160 (1-2): 495-529 (2016)Deep Reinforcement Learning for Multi-driver Vehicle Dispatching and Repositioning Problem., , , , , , , , and . ICDM, page 1090-1095. IEEE, (2019)Value Function is All You Need: A Unified Learning Framework for Ride Hailing Platforms., , , , , , , , and . KDD, page 3605-3615. ACM, (2021)Golfer: Trajectory Prediction with Masked Goal Conditioning MnM Network., , , , , and . CoRR, (2022)Multi-Objective Distributional Reinforcement Learning for Large-Scale Order Dispatching., , , , , , and . ICDM, page 1541-1546. IEEE, (2021)Deep Reinforcement Learning for Ride-sharing Dispatching and Repositioning., , , , , and . IJCAI, page 6566-6568. ijcai.org, (2019)Deep Reinforcement Learning with Knowledge Transfer for Online Rides Order Dispatching., , , , and . ICDM, page 617-626. IEEE Computer Society, (2018)