blue-ybl Goto Github PK

datasciencestudynotes

这个仓库保管从（数据科学学习手札69）开始的所有代码、数据等相关附件内容

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 the traffic efficiency.

deeprl

Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone

deeprl_signal_control

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

flow

Computational framework for reinforcement learning in traffic control

gamma_reward

gym_cityflow

Adds CityFlow to Gym

hands-on-data-analysis

动手学数据分析以项目为主线，知识点孕育其中，通过边学、边做、边引导来得到更好的学习效果

leedeeprl-notes

李宏毅《深度强化学习》笔记，在线阅读地址：https://datawhalechina.github.io/leedeeprl-notes/

plotneuralnet

Latex code for making neural networks diagrams

poi

百度以及高德地图POI数据和POI边界坐标数据(目前仅限百度)爬取代码，采用Python编写

rl-plotter

:sparkles: A plotter for reinforcement learning (RL)

sumo-rl

A simple interface to instantiate Reinforcement Learning environments with SUMO for Traffic Signal Control. Compatible with Gym Env from OpenAI and MultiAgentEnv from RLlib.

sumo_toturial_file

sumo toturial file for the video Blibili

sumolights

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

team-learning

Datawhale组队学习计划与课程内容

traffic-big-data-theory-and-applications

《交通大数据理论与方法》

traffic-signal-control

Intelligent traffic control on Vissim by dqn

traffic-signal-control-1

traffic signal control by Pytorch

tscc2019

Traffic Signal Control Competition

tutorials

机器学习相关教程

visualdl

Deep Learning Visualization Toolkit（『飞桨』深度学习可视化工具 ）