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Traffic Flow optimization
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.
analyzing NGSIM database: Car Following, Lane Changing
A traffic simulation software based on SUMO that incorporates driver behavior.
Based on CARLA simulator
Python code for simulating homogeneous traffic flow in 3 lanes
Lane Changer Agent DQN
A trio of variants of my PHYS6017 Computer Techniques in Physics 23932 project 'Simulation of Traffic Flow'.
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%.
Computational framework for reinforcement learning in traffic control
Fits Greenshields traffic model to real traffic data with a new weighted algorithm
Final Year Project - Traffic Flow Optimization in an Urban Environment
Simulate the traffic flow of several highways (e.g., I-75 highway) in Atlanta
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.
A Simulation of an AI Controlled Traffic Flow Management System using Reinforcement Learning
lane change trajectories extracted from NGSIM
LimSim: A Long-term Interactive Multi-scenario Traffic Simulator (ITSC 2023)
We provide an open source software package for AV based simulation and testing running a docker container
Cluster vehicles using Traci/SUMO/Python. Using this information to increase traffic flow.
BME BSc. Optimizing highway traffic in SUMO simulation environment with flow optimization algorithms
analyze the influence of heterogeneous platoons on the stability of traffic flow under different traffic condition
Theoretical Traffic Flow Simulator for Cal Poly Independent Study
Simulation of Traffic Flow using Rule Based Microsimulation on two-lane freeway. Parallel Computing Using MPI implented in python. ITB Computational Science 2019
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.
Implementation of a reinforcement learning agent able to do autonomous changing lane using Sumo
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.