ZKBig / XRouting
XRouting: An explainable vehicle rerouting system based on reinforcement learning with transformer structure
☆15Updated 2 years ago
Alternatives and similar repositories for XRouting:
Users that are interested in XRouting are comparing it to the libraries listed below
- Adaptive Traffic Signal Control of Autonomous Vehicles using Multi-Agent Reinforcement Learning techniques and SUMO tool for vehicular si…☆36Updated 2 years ago
- Simulation of Urban Mobility (SUMO) for Multi-Agent Reinforcement Learning☆20Updated 3 years ago
- Cooperative Control of Traffic Signals and Connected Vehicles: A Multi-agent Deep Reinforcement Learning Approach☆21Updated 3 years ago
- This study is to investigate the optimal control strategies at crosswalks using traffic signal controllers. A multi-agent reinforcement l…☆11Updated 2 years ago
- This is a Machine Learning project made by myself, containing several algorithms from the Reinforcement Learning world (DQN, A2C, PPO) wi…☆20Updated 3 years ago
- Environment friendly traffic signal control with deep reinforcement learning☆30Updated last year
- This is a multi agent reinforcement learning system using SUMO for large scale traffic light control☆29Updated 4 years ago
- Using RL-controlled vehicles as traffic regulator to reduce the travel time of emergency vehicles near intersections☆11Updated 3 years ago
- Cooperative control for traffic light signals and connected autonomous vehicles using deep reinforcement learning☆74Updated last year
- Scramble Crossing with Deep Reinforcement Learning☆9Updated last year
- Decentralized reinforcement learning for city-scale traffic light control☆22Updated 2 years ago
- This project develops a Dynamic Traffic Light Management System (DTLMS) using SUMO and reinforcement learning to optimize traffic signals…☆18Updated last year
- codes for paper 《Neighborhood Cooperative Multiagent Reinforcement Learning for Adaptive Traffic Signal Control in Epidemic Regions》☆12Updated 3 years ago
- SUMO Simulation source code of the study - A Study of Applying Eco-Driving Speed Advisory on Transit Signal Priority☆13Updated 2 years ago
- sumo + RL + Routing☆20Updated 3 years ago
- ☆8Updated 3 years ago
- Multi-Agent Deep Reinforcement Learning for Large-Scale Traffic Signal Control☆18Updated last year
- Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control☆62Updated 2 years ago
- Reinforcement learning for traffic signal control (published research)☆32Updated 2 months ago
- A SUMO environment for differential varaible speed limits control☆47Updated 4 years ago
- ☆16Updated last year
- The source code for our paper: Graph Reinforcement Learning Application to Co-operative Decision-Making in Mixed Autonomy Traffic: Framew…☆73Updated last year
- Create Custom GYM Environment for SUMO and reinforcement learning agant☆13Updated 2 years ago
- The source code of paper "Decentralized Neighbouring Information Fusion for Traffic Network Signal Control" and related baselines.☆20Updated last year
- SUMO Pytorch Deep Reinforcement Learning Traffic Signal Control☆39Updated 3 years ago
- Distributed Collaboration of Connected Autonomous Vehicles at Unsignalized Intersections using Parallel Monte Carlo Tree Search☆13Updated 3 years ago
- Analysis of various traffic signal control techniques in SUMO☆15Updated 5 years ago
- this is the repository of the code used for RAIM project☆11Updated 11 months ago
- [ITSC 2021] Reinforcement Learning for Mixed Autonomy Intersections☆25Updated 2 years ago
- Aiming at the problem of the traffic efficiency of intelligent networked vehicles passing through unsignalized-intersection in the future…☆46Updated 3 years ago