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Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version
Used Flow, Ray/RLlib and OpenAI Gym to simulate and train autonomous vehicles/human drivers in SUMO (Simulation of Urban Mobility)
List of papers, code and experiments using deep learning for time series forecasting
This is the repository for the collection of Deep Learning for Traffic Prediction Problems.
Notebooks for learning deep learning
A safe and efficient autonomous driving algorithm. Winner of the 2019 DriveML Huawei Autonomous Vehicles Challenge. Built using RLLib and SUMO.
强化学习中文教程,在线阅读地址:https://datawhalechina.github.io/easy-rl/
Computational framework for reinforcement learning in traffic control
A toolkit for reproducible reinforcement learning research.
基于深度强化学习的原神自动钓鱼AI
This is the repository for the collection of Graph Neural Network for Traffic Forecasting.
Traffic Graph Convolutional Recurrent Neural Network
my first repository in github
Our ECCV 2022 paper Human Trajectory Prediction via Neural Social Physics
🧠 A deep reinforcement learning algorithm for urban expressway variable speed limit control. The result has been published on the 99th TRB Annual Meeting as a poster paper.
《统计学习方法》的代码实现
机器学习算法 基于西瓜书以及《统计学习方法》,当然包括DL。
multi agent RL for traffic light control in Sumo using distributed PPO
Graph Neural Network Library for PyTorch
Reinforcement Learning Algorithm Package & PuckWorld, GridWorld Gym environments
Reinforcement Learning Agents in Javascript (Dynamic Programming, Temporal Difference, Deep Q-Learning, Stochastic/Deterministic Policy Gradients)
Python Implementation of Reinforcement Learning: An Introduction
Simple Reinforcement learning tutorials
This is our Final Year Project in Bachelors. We try to avoid congestion on two levels i.e Intersection level and Infrastructure to Vehicle communication level.
Demos of reinforcement learning on Simulation of Urban MObility
An implementation of the traffic simulation optimisation with reinforcement learning, with FLOW and SUMO.
Docker environment for RLLIB+SUMO Utils python library.
Python3 library able to connect the RLLIB framework with the SUMO simulator.
We have used Deep Reinforcement Learning and Advanced Computer Vision techniques to for the creation of Smart Traffic Signals for Indian Roads. We have created the scripts for using SUMO as our environment for deploying all our RL models.
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.