Effcient Ridesharing Dispatch Using Multi-Agent Reinforcement Learning
☆51May 17, 2020Updated 5 years ago
Alternatives and similar repositories for RL-Ridesharing
Users that are interested in RL-Ridesharing are comparing it to the libraries listed below
Sorting:
- Context-Aware Taxi Dispatching at City-Scale Using Deep Reinforcement Learning☆70Aug 25, 2023Updated 2 years ago
- Source code of paper Combinatorial Optimization Meets Reinforcement Learning: Effective Taxi Order Dispatching at Large-Scale (TKDE 2022)…☆26Apr 7, 2022Updated 3 years ago
- This is the official implementation of "Optimizing Large-Scale Fleet Management on a Road Network using Multi-Agent Deep Reinforcement Le…☆38Apr 27, 2022Updated 3 years ago
- ☆11Sep 10, 2022Updated 3 years ago
- A GitHub repository associated with paper "Learn to Earn: Enabling Coordination Within a Ride-Hailing Fleet"☆10Jun 22, 2020Updated 5 years ago
- Code for CIKM'19 "CoRide: Joint Order Dispatching and Fleet Management for Multi-Scale Ride-Hailing Platforms"☆63Aug 3, 2025Updated 6 months ago
- Source code of queueing-based vehicle dispatching framework☆13Feb 20, 2019Updated 7 years ago
- A high-capacity on-demand ride-sharing simulator, with three representative vehicle dispatch algorithms implemented.☆15Jan 14, 2022Updated 4 years ago
- Official implementation of "Graph Neural Network Reinforcement Learning for Autonomous Mobility-on-Demand☆83Apr 28, 2021Updated 4 years ago
- Paper list of Reinforcement Learning (RL) applied on transportation☆109Oct 28, 2021Updated 4 years ago
- A Simulator for Dynamic Ride-Sharing with Pooling: Joint Matching,Pricing, Route Planning, and Dispatching☆37Nov 23, 2023Updated 2 years ago
- ☆10Jul 26, 2024Updated last year
- ☆23May 12, 2022Updated 3 years ago
- Illustrated Examples from Sutton and Barto☆38May 11, 2023Updated 2 years ago
- Simulating taxi-request matchings on a grid.☆11Aug 25, 2020Updated 5 years ago
- ☆10Dec 13, 2022Updated 3 years ago
- ☆10Sep 21, 2020Updated 5 years ago
- ☆12Aug 15, 2020Updated 5 years ago
- This study is to investigate the optimal control strategies at crosswalks using traffic signal controllers. A multi-agent reinforcement l…☆12Jan 3, 2023Updated 3 years ago
- 学习DRL CNN -> DQN -> LSTM☆13Oct 7, 2018Updated 7 years ago
- Improving coordinated (two intersections) transit signal priority on bus travel time and headway reliability with single agent reinforcem…☆14Oct 2, 2021Updated 4 years ago
- City Metro Network Expansion with Reinforcement Learning☆12Feb 13, 2020Updated 6 years ago
- Agent-based simulator for two sided urban mobility markets☆35Feb 27, 2023Updated 3 years ago
- This repository contains the code to train the baseline agent provided in the 2022 edition of Learning to Run a Power Network and to recr…☆15Aug 2, 2022Updated 3 years ago
- ☆12Feb 10, 2021Updated 5 years ago
- codes for paper 《Neighborhood Cooperative Multiagent Reinforcement Learning for Adaptive Traffic Signal Control in Epidemic Regions》☆14Apr 3, 2022Updated 3 years ago
- ☆12Aug 24, 2023Updated 2 years ago
- 利用sumo作为仿真平台，采用强化学习中的DQN进行交通信号灯相位时间的调整☆53Jan 3, 2019Updated 7 years ago
- A simulator and learning agent to solve the ridesharing problem☆36Jun 18, 2021Updated 4 years ago
- Deep Q Network for Multi-agent RL☆15Oct 18, 2020Updated 5 years ago
- Taxi Origin-Destination Demand Prediction☆56Jul 4, 2020Updated 5 years ago
- ☆62Dec 17, 2024Updated last year
- 阿里天池智慧物流挑战赛-饿了吗新冠疫情骑士行为预估☆16Jun 3, 2020Updated 5 years ago
- A multi-agent version of the Double DQN algorithm, with Foraging Task and Pursuit Game test scenarios☆13Apr 24, 2017Updated 8 years ago
- UNOFFICIAL implementation of: Alonso-Mora J et al. On-demand high-capacity ride-sharing via dynamic trip-vehicle assignment. PNAS, 2017, …☆18Mar 30, 2023Updated 2 years ago
- Fleet Management Simulation Framework☆33Feb 24, 2019Updated 7 years ago
- Training Agents in a cooperative multi-agent deep reinforcement learning setting to transport objects across a space☆14Jul 5, 2021Updated 4 years ago
- Official implementation of "Graph Meta-Reinforcement Learning for TransferableAutonomous Mobility-on-Demand"☆16Mar 3, 2022Updated 3 years ago
- A general formulation for multi-modal dynamic traffic assignment considering multi-class vehicles, public transit and parking☆20Jun 18, 2018Updated 7 years ago