runhao-tud Goto Github PK

5g-models

a-deep-reinforcement-learning-network-for-traffic-light-cycle-control

A Deep Reinforcement Learning Network for Traffic Light Cycle Control

cityflow

A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario

coordinated-transit-signal-priority

Improving coordinated (two intersections) transit signal priority on bus travel time and headway reliability with single agent reinforcement learning (SARL) approach

deep-qlearning-agent-for-traffic-signal-control

A framework where a deep Q-Learning Reinforcement Learning agent tries to choose the correct traffic light phase at an intersection to maximize traffic efficiency.

deeprl_signal_control

multi-agent deep reinforcement learning for large-scale traffic signal control.

fastapi-and-mqtt

hamburg_signal_configuration

lemgorl

pytorch-a3c

Simple A3C implementation with pytorch + multiprocessing

pytorch-cpo

PyTorch implementation of Constrained Policy Optimization

pytorch-tutorial

Build your neural network easy and fast, 莫烦Python中文教学

rug_reinforcementlearning

sumo_speedadviosry_on_tsp

SUMO Simulation source code of the study - A Study of Applying Eco-Driving Speed Advisory on Transit Signal Priority

sumo_tsp_ga

Code for "Evaluation of transit signal priority at signalized intersections under connected vehicle environment"

sumolights

SUMO adaptive traffic signal control - DQN, DDPG, Webster's, Max-pressure, Self-Organizing Traffic Lights

trafficflowpredictionresources

交通流量预测项目在研，以下是本人学习过程中积累整理的资源，会持续更新

tscc2019

Traffic Signal Control Competition