zcchenvy / CIL-DDQN
code of paper 《Independent Reinforcement Learning for Weakly Cooperative Multiagent Traffic Control Problem》
☆17Updated 4 years ago
Alternatives and similar repositories for CIL-DDQN
Users that are interested in CIL-DDQN are comparing it to the libraries listed below
Sorting:
- Distributed Collaboration of Connected Autonomous Vehicles at Unsignalized Intersections using Parallel Monte Carlo Tree Search☆13Updated 3 years ago
- Cooperative Control of Traffic Signals and Connected Vehicles: A Multi-agent Deep Reinforcement Learning Approach☆21Updated 3 years ago
- Communication-efficient MARL for CACC☆24Updated last year
- a DRL-based vehicle scheduling algorithm☆29Updated 2 years ago
- Multi-Agent Reinforcement Learning for Connected and Automated Vehicles Control: Recent Advancements and Future Prospects☆40Updated 3 months ago
- SUMO Simulation source code of the study - A Study of Applying Eco-Driving Speed Advisory on Transit Signal Priority☆13Updated 2 years ago
- Simulation of Urban Mobility (SUMO) for Multi-Agent Reinforcement Learning☆20Updated 3 years ago
- ☆8Updated 3 years ago
- This is our Final Year Project in Bachelors. We try to avoid congestion on two levels i.e Intersection level and Infrastructure to Vehicl…☆9Updated 4 years ago
- [ITSC 2021] Reinforcement Learning for Mixed Autonomy Intersections☆25Updated 2 years ago
- mAzeems / Smart-Traffic-Flow-Management-system-for-Montgomery-city-road-network-using-DDPG-MARL-algorithmlater☆10Updated 2 years ago
- A pytorch implementation of Constrained Reinforcement Learning Algorithm, including Constrained Soft Actor Critic (Soft Actor Critic Lagr…☆37Updated last year
- Adaptive Traffic Signal Control of Autonomous Vehicles using Multi-Agent Reinforcement Learning techniques and SUMO tool for vehicular si…☆36Updated 2 years ago
- Create Custom GYM Environment for SUMO and reinforcement learning agant☆13Updated 2 years ago
- ☆15Updated 2 years ago
- - Create a queueing model at signalized intersections (e.g. shockwave profile model); - Create a simple SUMO network with traffic lights;…☆10Updated 3 years ago
- Accepted by AROB 2021. A car-agent navigates in complex traffic conditions by Mixed_Input_PPO_CNN_LSTM model.☆13Updated 3 years ago
- Using RL-controlled vehicles as traffic regulator to reduce the travel time of emergency vehicles near intersections☆11Updated 3 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
- Open code of my published paper: Ecological Driving Framework of Hybrid Electric Vehicle Based on Heterogeneous Multi-Agent Deep Reinforc…☆25Updated last week
- Environment friendly traffic signal control with deep reinforcement learning☆30Updated last year
- code for the accepted IEEE TITS paper: "Heuristic-based Multi-agent Deep Reinforcement Learning Approach for Coordinating Connected and A…☆25Updated 11 months 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
- This study is to investigate the optimal control strategies at crosswalks using traffic signal controllers. A multi-agent reinforcement l…☆11Updated 2 years ago
- applying multi-agent reinforcement learning for highway-merging autonomous vehicles☆52Updated last year
- Official code for "Knowledge intensive state design for traffic signal control"☆22Updated last year
- This is a multi agent reinforcement learning system using SUMO for large scale traffic light control☆29Updated 4 years ago
- PyTorch implementation of Constrained Reinforcement Learning for Soft Actor Critic Algorithm☆47Updated 2 years ago
- XRouting: An explainable vehicle rerouting system based on reinforcement learning with transformer structure☆15Updated 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