YuHan-Research-Group-SEU / Deep-Reinforcement-Learning-Network-for-Highway-Ramp-Metering
Ramp metering agent trained by TD3 algorithm using SUMO
☆13Updated last year
Alternatives and similar repositories for Deep-Reinforcement-Learning-Network-for-Highway-Ramp-Metering:
Users that are interested in Deep-Reinforcement-Learning-Network-for-Highway-Ramp-Metering are comparing it to the libraries listed below
- [ITSC 2021] Reinforcement Learning for Mixed Autonomy Intersections☆25Updated 2 years ago
- applying multi-agent reinforcement learning for highway-merging autonomous vehicles☆53Updated last year
- This study is to investigate the optimal control strategies at crosswalks using traffic signal controllers. A multi-agent reinforcement l…☆11Updated 2 years ago
- An implementation of the traffic simulation optimisation with reinforcement learning, with FLOW and SUMO.☆17Updated 4 years ago
- ☆15Updated 2 years ago
- A SUMO environment for differential varaible speed limits control☆47Updated 4 years ago
- IntersectionZoo: Eco-driving for Benchmarking Multi-Agent Contextual Reinforcement Learning☆45Updated 3 months ago
- Using RL-controlled vehicles as traffic regulator to reduce the travel time of emergency vehicles near intersections☆11Updated 3 years ago
- this is the repository of the code used for RAIM project☆11Updated 10 months ago
- Simulation of Urban Mobility (SUMO) for Multi-Agent Reinforcement Learning☆21Updated 3 years ago
- Adaptive Traffic Signal Control of Autonomous Vehicles using Multi-Agent Reinforcement Learning techniques and SUMO tool for vehicular si…☆35Updated 2 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
- Cooperative Control of Traffic Signals and Connected Vehicles: A Multi-agent Deep Reinforcement Learning Approach☆21Updated 3 years ago
- A reinforcement learning based behaviour planner for autonomous driving agents☆18Updated 4 years ago
- The source code for our paper: Graph Reinforcement Learning Application to Co-operative Decision-Making in Mixed Autonomy Traffic: Framew…☆73Updated last year
- code for the accepted IEEE TITS paper: "Heuristic-based Multi-agent Deep Reinforcement Learning Approach for Coordinating Connected and A…☆23Updated 10 months ago
- ☆8Updated 3 years ago
- Code Implementation for Paper "Enhancing System-Level Safety in Mixed-Autonomy Platoon via Safe Reinforcement Learning"☆19Updated 3 months ago
- sumo_learn_project☆39Updated 2 years ago
- Create Custom GYM Environment for SUMO and reinforcement learning agant☆13Updated last year
- 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
- Reinforcement learning based on ramp entrance and exit control of urban trunk roads☆47Updated last year
- Environment friendly traffic signal control with deep reinforcement learning☆29Updated last year
- [IEEE T-ASE] [IROS 2022] Unified Automatic Control of Vehicular Systems With Reinforcement Learning☆38Updated last year
- Analysis of various traffic signal control techniques in SUMO☆15Updated 5 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
- Code and figures for bottlenecks paper☆22Updated 2 years ago
- Cooperative control for traffic light signals and connected autonomous vehicles using deep reinforcement learning☆74Updated last year
- Deep Q-Learning traffic light agent using Reinforcement Learning to maximize efficiency in a custom SUMO environment☆12Updated last year
- Scramble Crossing with Deep Reinforcement Learning☆9Updated last year