LincolnVS / explainable-drl-traffic-lights
☆11Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for explainable-drl-traffic-lights
- This study is to investigate the optimal control strategies at crosswalks using traffic signal controllers. A multi-agent reinforcement l…☆11Updated last year
- codes for paper 《Neighborhood Cooperative Multiagent Reinforcement Learning for Adaptive Traffic Signal Control in Epidemic Regions》☆10Updated 2 years ago
- Decentralized reinforcement learning for city-scale traffic light control☆18Updated 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
- Traffic Signal Control Using Lightweight Transformers: An Offline-to-Online RL Approach (https://arxiv.org/abs/2312.07795)☆3Updated 3 months ago
- Deep Reinforcement Learning for Traffic Lights Control using SUMO☆22Updated 5 years ago
- Cooperative Control of Traffic Signals and Connected Vehicles: A Multi-agent Deep Reinforcement Learning Approach☆17Updated 3 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
- ☆19Updated 3 years ago
- IPDALight for traffic signal control☆16Updated 7 months ago
- ☆13Updated 3 years ago
- XRouting: An explainable vehicle rerouting system based on reinforcement learning with transformer structure☆13Updated last year
- This is a multi agent reinforcement learning system using SUMO for large scale traffic light control☆26Updated 4 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
- Deep Q-Learning traffic light agent using Reinforcement Learning to maximize efficiency in a custom SUMO environment☆12Updated last year
- The source code of paper "Decentralized Neighbouring Information Fusion for Traffic Network Signal Control" and related baselines.☆18Updated 6 months ago
- ☆10Updated 10 months ago
- code for "Data Might be Enough: Bridge Real-World Traffic Signal Control Using Offline Reinforcement Learning"☆10Updated 6 months ago
- Analysis of various traffic signal control techniques in SUMO☆15Updated 5 years ago
- Official code for "Knowledge intensive state design for traffic signal control"☆21Updated 8 months ago
- Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control☆56Updated 2 years ago
- Simulation of Urban Mobility (SUMO) for Multi-Agent Reinforcement Learning☆17Updated 2 years ago
- Using RL-controlled vehicles as traffic regulator to reduce the travel time of emergency vehicles near intersections☆11Updated 2 years ago
- Official code for "Efficient Pressure: Improving efficiency for signalized intersections ".☆13Updated 8 months ago
- Traffic Light Control problem using Actor- Critic algorithm in Simulation of Urban Mobility (SUMO) simulator☆16Updated 2 years ago
- Environment friendly traffic signal control with deep reinforcement learning☆23Updated last year
- This project develops a Dynamic Traffic Light Management System (DTLMS) using SUMO and reinforcement learning to optimize traffic signals…☆11Updated 11 months ago
- Integrate AutoRL into DQN to implement a single traffic signal control system.☆17Updated 11 months ago
- this is the repository of the code used for RAIM project☆11Updated 5 months ago