UMich-ML-Group / RL-RidesharingLinks
Effcient Ridesharing Dispatch Using Multi-Agent Reinforcement Learning
☆51Updated 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☆70Updated 2 years ago
- PyTorch implementation of Online Vehicle Routing With Neural Combinatorial Optimization and Deep Reinforcement Learning https://ieeexplor…☆65Updated 6 years ago
- Paper list of Reinforcement Learning (RL) applied on transportation☆109Updated 4 years ago
- This is the official implementation of "Optimizing Large-Scale Fleet Management on a Road Network using Multi-Agent Deep Reinforcement Le…☆37Updated 3 years ago
- ☆14Updated 4 years ago
- MetaLight: a value-based meta-reinforcement learning framework for traffic signal control☆44Updated 6 years ago
- Adds CityFlow to Gym☆32Updated 4 years ago
- ☆62Updated last year
- Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control☆65Updated 3 years ago
- Source code of paper Combinatorial Optimization Meets Reinforcement Learning: Effective Taxi Order Dispatching at Large-Scale (TKDE 2022)…☆26Updated 3 years ago
- Official implementation of "Graph Neural Network Reinforcement Learning for Autonomous Mobility-on-Demand☆82Updated 4 years ago
- ☆11Updated 3 years ago
- Meta-Learning-based Deep Reinforcement Learning for Multiobjective Optimization Problems☆38Updated last year
- Order Fulfillment by Multi-Agent Reinforcement Learning☆26Updated 2 years ago
- A Simulator for Dynamic Ride-Sharing with Pooling: Joint Matching,Pricing, Route Planning, and Dispatching☆36Updated 2 years ago