Dorothy's repositories
NYC-rideshare
the rideshare data analysis in 2019
Ride-sharing-Simulator
A high-capacity ride-sharing simulator calibrated by real request datasets and road network
leetcode-company-wise-problems-2022
Lists of company wise questions available on leetcode premium. Every csv file in the companies directory corresponds to a list of questions on leetcode for a specific company based on the leetcode company tags. Updated as of May, 2022.
Predicting-the-Matching-Probability-and-Expected-Ride-shared-Distance-of-Enroute-Ridepooling-Orders
Paper published in Transportation Research Part B
RL-for-Transportation
Paper list of Reinforcement Learning (RL) applied on transportation
RL-Ridesharing-UM
Effcient Ridesharing Dispatch Using Multi-Agent Reinforcement Learning
pytorch-drl4vrp
Implementation of: Nazari, Mohammadreza, et al. "Deep Reinforcement Learning for Solving the Vehicle Routing Problem." arXiv preprint arXiv:1802.04240 (2018).
ReinforcementLearningInAutoPilot
RL in AutoPilot 自动驾驶强化学习：效果展示，框架设计、算法和训练经验文档等（部分开源，update from private repo: egocar）