juhyeonkim95 / TaxiSimulatorOnGraphLinks
This is the official implementation of "Optimizing Large-Scale Fleet Management on a Road Network using Multi-Agent Deep Reinforcement Learning with Graph Neural Network" (ITSC 2021)
☆34Updated 3 years ago
Alternatives and similar repositories for TaxiSimulatorOnGraph
Users that are interested in TaxiSimulatorOnGraph are comparing it to the libraries listed below
Sorting:
- Effcient Ridesharing Dispatch Using Multi-Agent Reinforcement Learning☆50Updated 5 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
- Official implementation of "Graph Neural Network Reinforcement Learning for Autonomous Mobility-on-Demand☆78Updated 4 years ago
- IPDALight for traffic signal control☆18Updated last year
- codes for paper 《Neighborhood Cooperative Multiagent Reinforcement Learning for Adaptive Traffic Signal Control in Epidemic Regions》☆13Updated 3 years ago
- ☆42Updated last year
- Adds CityFlow to Gym☆30Updated 3 years ago
- Context-Aware Taxi Dispatching at City-Scale Using Deep Reinforcement Learning☆66Updated last year
- Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method☆38Updated 4 months ago
- ☆14Updated 3 years ago
- Paper list of Reinforcement Learning (RL) applied on transportation☆100Updated 3 years ago
- ☆62Updated 5 years ago
- Official code for "Expression is enough: Improving traffic signal control with advanced traffic state representation ".☆44Updated last year
- ☆57Updated 7 months ago
- The source code of paper "Decentralized Neighbouring Information Fusion for Traffic Network Signal Control" and related baselines.☆21Updated last year
- deep reinforcement learing SUMO☆44Updated 7 years ago
- TorchGRL is the source code for our paper Graph Convolution-Based Deep Reinforcement Learning for Multi-Agent Decision-Making in Mixed…☆94Updated 2 years ago
- Paper list of multi-agent reinforcement learning (MARL)☆36Updated 3 years ago
- Meta-Learning-based Deep Reinforcement Learning for Multiobjective Optimization Problems☆37Updated last year
- A Deep Reinforcement Learning Network for Traffic Light Cycle Control☆53Updated 4 years ago
- Attention based model for learning to solve different routing problems☆41Updated 3 years ago
- ☆12Updated 4 years ago
- ☆23Updated last year
- ☆12Updated 4 years ago
- ☆16Updated last year
- Transformer-based Multi-Agent Actor-Critic Framework☆47Updated 3 years ago
- CoLight: Learning Network-level Cooperation for Traffic Signal Control☆184Updated 2 years ago
- A novel preference-driven multi-objective reinforcement learning algorithm using a single policy network that covers the entire preferenc…☆32Updated last year
- Codes for Paper "Delay-Aware Multi-Agent Reinforcement Learning".☆53Updated 4 years ago