A Deep Value-network Based Approach for Multi-Driver Order Dispatching

A Deep Value-network Based Approach for Multi-Driver Order Dispatching

8 June 2021

Fan Zhang

Papers citing "A Deep Value-network Based Approach for Multi-Driver Order Dispatching"

15 / 15 papers shown

Title
Coordinating Ride-Pooling with Public Transit using Reward-Guided Conservative Q-Learning: An Offline Training and Online Fine-Tuning Reinforcement Learning Framework Yulong Hu Tingting Dong Sen Li OffRL OnRL 59 0 0 24 Jan 2025
Spatially Randomized Designs Can Enhance Policy Evaluation Ying Yang Chengchun Shi Fang Yao Shouyang Wang Hongtu Zhu OffRL 33 0 0 18 Mar 2024
A Better Match for Drivers and Riders: Reinforcement Learning at Lyft Xabi Azagirre Akshay Balwally Guillaume Candeli Nicholas Chamandy Benjamin Han ... Sean Taylor G. V. Ryzin Di Wu Fei Yu Alex Zamoshchin 8 7 0 20 Oct 2023
A Survey of Machine Learning-Based Ride-Hailing Planning Dacheng Wen Yupeng Li F. Lau 21 4 0 26 Mar 2023
SoK: Adversarial Machine Learning Attacks and Defences in Multi-Agent Reinforcement Learning Maxwell Standen Junae Kim Claudia Szabo AAML 29 5 0 11 Jan 2023
Hybrid Multi-agent Deep Reinforcement Learning for Autonomous Mobility on Demand Systems Tobias Enders James Harrison Marco Pavone Maximilian Schiffer 28 23 0 14 Dec 2022
Spatio-temporal Incentives Optimization for Ride-hailing Services with Offline Deep Reinforcement Learning Yanqiu Wu Qingyang Li Zhiwei Qin OffRL 12 3 0 06 Nov 2022
A Bibliometric Analysis and Review on Reinforcement Learning for Transportation Applications Can Li Lei Bai L. Yao S. Waller Wei Liu 32 14 0 26 Oct 2022
Review of Metrics to Measure the Stability, Robustness and Resilience of Reinforcement Learning L. Pullum 11 2 0 22 Mar 2022
Reinforcement Learning in the Wild: Scalable RL Dispatching Algorithm Deployed in Ridehailing Marketplace S. S. Eshkevari Xiaocheng Tang Zhiwei Qin Jinhan Mei Cheng Zhang Qianying Meng Jia Xu 12 23 0 10 Feb 2022
Reinforcement learning for multi-item retrieval in the puzzle-based storage system Jingxu He Xinglu Liu Qiyao Duan Wai Kin Victor Chan Mingyao Qi 13 15 0 05 Feb 2022
DROP: Deep relocating option policy for optimal ride-hailing vehicle repositioning Xinwu Qian Shuocheng Guo Vaneet Aggarwal 19 19 0 09 Sep 2021
Reinforcement Learning for Ridesharing: An Extended Survey Zhiwei Qin Hongtu Zhu Jieping Ye 37 83 0 03 May 2021
Universal Trading for Order Execution with Oracle Policy Distillation Yuchen Fang Kan Ren Weiqing Liu Dong Zhou Weinan Zhang Jiang Bian Yong Yu Tie-Yan Liu OffRL 10 45 0 28 Jan 2021
Artificial Intelligence for Social Good: A Survey Zheyuan Ryan Shi Claire Wang Fei Fang AI4TS 26 81 0 07 Jan 2020