ChenSaijilahu's repositories
LimSim
LimSim: A Long-term Interactive Multi-scenario Traffic Simulator (ITSC 2023)
AI-Traffic-Lights-Controller
Using reinforcement learning and genetic algorithms to improve traffic flow and reduce vehicle waiting times in a single-lane two-way junction simulator by coordinating traffic signal schedules.
Platoon
analyze the influence of heterogeneous platoons on the stability of traffic flow under different traffic condition
flow-density-weighted-greensheilds
Fits Greenshields traffic model to real traffic data with a new weighted algorithm
TTFMGPP
Tabular Traffic Flow Model Guided Path Planning with Connected vehicles.
Engineering-Highway-Sim
Final Project for engineering class where I was given a sample code which I expanded on and created a working simulation that improves traffic flow using self driving cars by 26%.
sumo_variable_speed_limits
Project repository for Intelligent Transportation Systems course.
optimizing_highway_traffic
BME BSc. Optimizing highway traffic in SUMO simulation environment with flow optimization algorithms
SUMO-changing-lane-agent
Implementation of a reinforcement learning agent able to do autonomous changing lane using Sumo
flow
Computational framework for reinforcement learning in traffic control
Lake
A Simulation of an AI Controlled Traffic Flow Management System using Reinforcement Learning
traffic-light-q-learning
Gym city flow traffic light using the qlearning method
Naturalistic-SUMO-Gym
We provide an open source software package for AV based simulation and testing running a docker container
CACC-traffic-flow-optimization-with-Q-learning
Based on CARLA simulator
Driving-Simulation-2021-
A trio of variants of my PHYS6017 Computer Techniques in Physics 23932 project 'Simulation of Traffic Flow'.
change_lane_DQN
Lane Changer Agent DQN
traffic-flow-model
交通流动力学模型
Adjusting-Traffic-Flow-Optimization
Traffic Flow optimization
Simulation-traffic
The repository implements the traffic flow through basic Monte Carlo Simulations. Additional probabilities are set for previous moving cars and stationary cars. The mean speed as function of time is worked out.
traffic-flow-simulator-1
reinforcement learning for traffic-light controlling system
Improving-traffic-flow-in-a-single-intersection-using-data-from-its-neighbouring-intersections
It is a project build on Simulation Of Urban Mobility(SUMO) to simulate a single intersection and optimize the traffic by minimizing queue lengths and waiting time using Traci (Traffic Control Interface). It is a real-time traffic solution which can be used to minimize traffic on a single intersection.
traffic-jams
Simple Traffic Flow Simulations
onlabor2020
Cluster vehicles using Traci/SUMO/Python. Using this information to increase traffic flow.
rulebasedtrafficflowsimulation
Simulation of Traffic Flow using Rule Based Microsimulation on two-lane freeway. Parallel Computing Using MPI implented in python. ITB Computational Science 2019
analyzeNGSIM
analyzing NGSIM database: Car Following, Lane Changing