Value Function is All You Need: A Unified Learning Framework for Ride Hailing Platforms

18 May 2021

Papers citing "Value Function is All You Need: A Unified Learning Framework for Ride Hailing Platforms"

8 / 8 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 64 0 0 24 Jan 2025
A Survey of Machine Learning-Based Ride-Hailing Planning Dacheng Wen Yupeng Li F. Lau 24 4 0 26 Mar 2023
Learning to Control Autonomous Fleets from Observation via Offline Reinforcement Learning Carolin Schmidt Daniele Gammelli Francisco Câmara Pereira Filipe Rodrigues OffRL 14 4 0 28 Feb 2023
A Unified Representation Framework for Rideshare Marketplace Equilibrium and Efficiency Alex J. Chin Zhiwei Qin 24 2 0 28 Feb 2023
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 22 23 0 10 Feb 2022
Interpretable Personalized Experimentation Han Wu S. Tan Weiwei Li Mia Garrard Adam Obeng Drew Dimmery Shaun Singh Hanson Wang Daniel R. Jiang E. Bakshy 33 5 0 05 Nov 2021
Deep Reinforcement Learning for Demand Driven Services in Logistics and Transportation Systems: A Survey Zefang Zong Tao Feng Tong Xia Depeng Jin Yong Li 22 3 0 10 Aug 2021
Reinforcement Learning for Ridesharing: An Extended Survey Zhiwei Qin Hongtu Zhu Jieping Ye 39 84 0 03 May 2021