juhyeonkim95 / TaxiSimulatorOnGraph
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)
☆32Updated 2 years ago
Related projects: ⓘ
- Official implementation of "Graph Neural Network Reinforcement Learning for Autonomous Mobility-on-Demand☆68Updated 3 years ago
- Adds CityFlow to Gym☆28Updated 2 years ago
- Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control☆54Updated last year
- MetaLight: a value-based meta-reinforcement learning framework for traffic signal control☆37Updated 4 years ago
- IPDALight for traffic signal control☆18Updated 6 months ago
- ☆13Updated 3 years ago
- ☆36Updated 4 months ago
- ☆12Updated 3 years ago
- The source code of paper "Decentralized Neighbouring Information Fusion for Traffic Network Signal Control" and related baselines.☆17Updated 4 months ago
- ☆10Updated 8 months ago
- Effcient Ridesharing Dispatch Using Multi-Agent Reinforcement Learning☆45Updated 4 years ago
- ☆11Updated 4 years ago
- code for "Data Might be Enough: Bridge Real-World Traffic Signal Control Using Offline Reinforcement Learning"☆10Updated 4 months ago
- This repository contains the code for the paper "UniTSA: A Universal Reinforcement Learning Framework for V2X Traffic Signal Control".☆22Updated 2 months ago
- Context-Aware Taxi Dispatching at City-Scale Using Deep Reinforcement Learning☆59Updated last year
- Paper list of Reinforcement Learning (RL) applied on transportation☆80Updated 2 years ago
- Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method☆33Updated last year
- Attention based model for learning to solve different routing problems☆36Updated 2 years ago
- Official code for "Expression is enough: Improving traffic signal control with advanced traffic state representation ".☆32Updated 6 months ago
- ☆30Updated this week
- Paper list of multi-agent reinforcement learning (MARL)☆25Updated 2 years ago
- ☆16Updated 3 years ago
- Cooperative Control of Traffic Signals and Connected Vehicles: A Multi-agent Deep Reinforcement Learning Approach☆16Updated 3 years ago
- [IEEE T-ASE] [IROS 2022] Unified Automatic Control of Vehicular Systems With Reinforcement Learning☆29Updated 9 months ago
- ☆56Updated 4 years ago
- TransformerLight: A Novel Sequence Modeling Based Traffic Signaling Mechanism via Gated Transformer (29th ACM SIGKDD)☆20Updated last year
- code implementation for 'Bi-level Actor-Critic for Multi-agent Coordination'(AAAI2020)☆53Updated 4 years ago
- PromptGAT: Prompt learning for Sim2Real under reinforcement learning☆21Updated last week
- This is a multi agent reinforcement learning system using SUMO for large scale traffic light control☆24Updated 4 years ago
- Traffic Signal Control Using Lightweight Transformers: An Offline-to-Online RL Approach (https://arxiv.org/abs/2312.07795)☆3Updated last month