TrinhTuanHung2021

rl_coop_traffic_control

RL Distributed Control Scheme for Cooperative Intersection Traffic Control

traffic-congestion-control-based-on-max-pressure

crack_detection_CNN_masonry

This GitHub Repository was produced to share material relevant to the Journal paper "Automatic crack classification and segmentation on masonry surfaces using convolutional neural networks and transfer learning" by D. Dais, İ. E. Bal, E. Smyrou, and V. Sarhosis published in "Automation in Construction".

Velocity_control

Source code for paper "Safe, Efficient, and Comfortable Velocity Control based on Reinforcement Learning for Autonomous Driving"

ITSC2020_CAV_impact

SUMO CAV deployment scenarios for [Gueriau and Dusparic 2020] paper presented at The 23rd IEEE International Conference on Intelligent Transportation Systems, 2020.

AVARS

AVARS - Alleviating Unexpected Urban Road Traffic Congestion using UAVs

DeepSUMO

Framework to connect graph neural networks with SUMO traffic simulator

path-planning-for-crowd-simulation

larger_real_net

marl-experiments

Repository for conducting RL experiments on multi-agent systems

colight

CoLight: Learning Network-level Cooperation for Traffic Signal Control

DMA-RL4TSC

The source code of paper "Decentralized Neighbouring Information Fusion for Traffic Network Signal Control" and related baselines.

deep-Q-networks

Implementations of algorithms from the Q-learning family. Implementations inlcude: DQN, DDQN, Dueling DQN, PER+DQN, Noisy DQN, C51

mcts-intersections

Distributed Collaboration of Connected Autonomous Vehicles at Unsignalized Intersections using Parallel Monte Carlo Tree Search

learn-machine-learning-in-two-months

Những kiến thức cần thiết để học tốt Machine Learning trong vòng 2 tháng. Essential Knowledge for learning Machine Learning in two months.

STG

SUMO Traffic Generator

LibSignal

tslib

TSLib: A framework for Traffic Signal Control using deep reinforcement learning and Benchmarking

CoTV

Cooperative control for traffic light signals and connected autonomous vehicles using deep reinforcement learning

MultiCar-RL

graduation_design

reinforcement_learning

COMP-767-project

This is the source code of COMP 767 group project of Tianyu Shi & Jiawei Wang.

TensorTraffic

epymarl_resco

EPyMARL codebase modified to operate the RESCO benchmark environments

RL-for-traffic-signal-control

RL for traffic signal control

DUE-STR

Built up from the repository: https://github.com/DDeChoU/Selfless-Traffic-Routing-Testbed

Selfless_Traffic_Routing_Testbed

Built up from the repository: https://github.com/Local-Coding-Buddy/DUE-STR

OARLM2I2

GQRL-IESE