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☆68Updated 2 years ago
- Paper list of Reinforcement Learning (RL) applied on transportation☆103Updated 3 years ago
- PyTorch implementation of Online Vehicle Routing With Neural Combinatorial Optimization and Deep Reinforcement Learning https://ieeexplor…☆61Updated 5 years ago
- Meta-Learning-based Deep Reinforcement Learning for Multiobjective Optimization Problems☆38Updated last year
- Adds CityFlow to Gym☆31Updated 3 years ago
- Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control☆64Updated 2 years ago
- MetaLight: a value-based meta-reinforcement learning framework for traffic signal control☆40Updated 5 years ago
- Source code of paper Combinatorial Optimization Meets Reinforcement Learning: Effective Taxi Order Dispatching at Large-Scale (TKDE 2022)…☆24Updated 3 years ago
- ☆43Updated last year
- ☆11Updated 3 years ago
- Order Fulfillment by Multi-Agent Reinforcement Learning☆25Updated last year
- Official implementation of "Graph Neural Network Reinforcement Learning for Autonomous Mobility-on-Demand☆80Updated 4 years ago
- ☆57Updated 9 months ago
- IPDALight for traffic signal control☆18Updated last year
- CoLight: Learning Network-level Cooperation for Traffic Signal Control☆187Updated 2 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
- A Simulator for Dynamic Ride-Sharing with Pooling: Joint Matching,Pricing, Route Planning, and Dispatching☆34Updated last year
- ☆14Updated 4 years ago
- codes for paper 《Neighborhood Cooperative Multiagent Reinforcement Learning for Adaptive Traffic Signal Control in Epidemic Regions》☆13Updated 3 years ago
- deep reinforcement learing SUMO☆44Updated 7 years ago
- All you need to know about Reinforcement Learning for Traffic Signal Control. https://traffic-signal-control.github.io/☆174Updated 5 years ago
- ☆67Updated 2 years ago
- ☆64Updated 5 years ago
- Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method☆38Updated 6 months ago
- A simulator and learning agent to solve the ridesharing problem☆36Updated 4 years ago
- MLJ: Libsignal: an open library for traffic signal control☆148Updated 2 weeks ago
- Code for Multi-agent reinforcement learning to unify order-matching and vehicle-repositioning in ride-hailing services☆18Updated 3 years ago
- A novel preference-driven multi-objective reinforcement learning algorithm using a single policy network that covers the entire preferenc…☆34Updated last year
- Official code for "Expression is enough: Improving traffic signal control with advanced traffic state representation ".☆44Updated last year
- Multi-Agent Graph Convolutional Reinforcement Learning for Dynamic Electric Vehicle Charging Pricing☆70Updated 2 years ago