chensaijilahu Goto Github PK

adjusting-traffic-flow-optimization

Traffic Flow optimization

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.

analyzengsim

analyzing NGSIM database: Car Following, Lane Changing

automated-traffic-flow-management-simulation

behavior-driven-traffic-simulator

A traffic simulation software based on SUMO that incorporates driver behavior.

cacc-traffic-flow-optimization-with-q-learning

Based on CARLA simulator

capy

Python code for simulating homogeneous traffic flow in 3 lanes

change_lane_dqn

Lane Changer Agent DQN

digitaltwin_genevamotorway

dqn-lanechanging

driving-simulation-2021-

A trio of variants of my PHYS6017 Computer Techniques in Physics 23932 project 'Simulation of Traffic Flow'.

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%.

flow

Computational framework for reinforcement learning in traffic control

flow-density-weighted-greensheilds

Fits Greenshields traffic model to real traffic data with a new weighted algorithm

fyp

Final Year Project - Traffic Flow Optimization in an Urban Environment

highway-simulation

Simulate the traffic flow of several highways (e.g., I-75 highway) in Atlanta

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.

lake

A Simulation of an AI Controlled Traffic Flow Management System using Reinforcement Learning

lc_ngsim

lane change trajectories extracted from NGSIM

limsim

LimSim: A Long-term Interactive Multi-scenario Traffic Simulator (ITSC 2023)

math-ee-cellular-automata-traffic-flow-sim

mixed_traffic_flow_dynamic

naturalistic-sumo-gym

We provide an open source software package for AV based simulation and testing running a docker container

onlabor2020

Cluster vehicles using Traci/SUMO/Python. Using this information to increase traffic flow.

optimizing_highway_traffic

BME BSc. Optimizing highway traffic in SUMO simulation environment with flow optimization algorithms

platoon

analyze the influence of heterogeneous platoons on the stability of traffic flow under different traffic condition

pythontrafficflow

Theoretical Traffic Flow Simulator for Cal Poly Independent Study

rulebasedtrafficflowsimulation

Simulation of Traffic Flow using Rule Based Microsimulation on two-lane freeway. Parallel Computing Using MPI implented in python. ITB Computational Science 2019

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.

sumo-changing-lane-agent

Implementation of a reinforcement learning agent able to do autonomous changing lane using Sumo