ZKBig / XRouting
XRouting: An explainable vehicle rerouting system based on reinforcement learning with transformer structure
☆14Updated last year
Related projects ⓘ
Alternatives and complementary repositories for XRouting
- Simulation of Urban Mobility (SUMO) for Multi-Agent Reinforcement Learning☆18Updated 2 years ago
- Adaptive Traffic Signal Control of Autonomous Vehicles using Multi-Agent Reinforcement Learning techniques and SUMO tool for vehicular si…☆29Updated 2 years ago
- Cooperative control for traffic light signals and connected autonomous vehicles using deep reinforcement learning☆63Updated last year
- This study is to investigate the optimal control strategies at crosswalks using traffic signal controllers. A multi-agent reinforcement l…☆11Updated last year
- Using RL-controlled vehicles as traffic regulator to reduce the travel time of emergency vehicles near intersections☆11Updated 2 years ago
- Environment friendly traffic signal control with deep reinforcement learning☆25Updated last year
- This is a multi agent reinforcement learning system using SUMO for large scale traffic light control☆26Updated 4 years ago
- Cooperative Control of Traffic Signals and Connected Vehicles: A Multi-agent Deep Reinforcement Learning Approach☆17Updated 3 years ago
- Create Custom GYM Environment for SUMO and reinforcement learning agant☆12Updated last year
- ☆27Updated last year
- Decentralized reinforcement learning for city-scale traffic light control☆18Updated 2 years ago
- sumo + RL + Routing☆18Updated 2 years ago
- codes for paper 《Neighborhood Cooperative Multiagent Reinforcement Learning for Adaptive Traffic Signal Control in Epidemic Regions》☆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…☆15Updated 2 years ago
- indrajitsadhukhan / Improving-traffic-flow-in-a-single-intersection-using-data-from-its-neighbouring-intersectionsIt is a project build on Simulation Of Urban Mobility(SUMO) to simulate a single intersection and optimize the traffic by minimizing queu…☆18Updated 4 years ago
- SUMO Pytorch Deep Reinforcement Learning Traffic Signal Control☆35Updated 2 years ago
- A SUMO environment for differential varaible speed limits control☆41Updated 4 years ago
- The source code for our paper: Graph Reinforcement Learning Application to Co-operative Decision-Making in Mixed Autonomy Traffic: Framew…☆58Updated 9 months ago
- Analysis of various traffic signal control techniques in SUMO☆15Updated 5 years ago
- This project develops a Dynamic Traffic Light Management System (DTLMS) using SUMO and reinforcement learning to optimize traffic signals…☆11Updated 11 months ago
- applying multi-agent reinforcement learning for highway-merging autonomous vehicles☆44Updated 11 months ago
- The source code of paper "Decentralized Neighbouring Information Fusion for Traffic Network Signal Control" and related baselines.☆18Updated 6 months ago
- Deep Q-Learning traffic light agent using Reinforcement Learning to maximize efficiency in a custom SUMO environment☆12Updated last year
- SUMO Simulation source code of the study - A Study of Applying Eco-Driving Speed Advisory on Transit Signal Priority☆12Updated last year
- Reinforcement learning based on ramp entrance and exit control of urban trunk roads☆40Updated 8 months ago
- Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control☆56Updated 2 years ago
- Aiming at the problem of the traffic efficiency of intelligent networked vehicles passing through unsignalized-intersection in the future…☆43Updated 3 years ago
- this is the repository of the code used for RAIM project☆11Updated 5 months ago