Gang Su's repositories
StageLight
SUMO Pytorch Deep Reinforcement Learning Traffic Signal Control
Network-Sensor-Location-Problem
An optimal planning for traffic measurement is a balance between deploying as few counters as possible while not significantly decreasing the coverage/accuracy of travel movements information.
An-Introduction-to-Statistical-Learning
This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.
awesome-offline-rl
An index of algorithms for offline reinforcement learning (offline-rl)
cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, Ape-X DQN, DDPG, TD3, SAC)
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 traffic efficiency.
Deep_Learning2021Fall
deep learning
Numerical-Optimization
Numerical Optimization
Practical_RL
A course in reinforcement learning in the wild
RL_signals
All you need to know about Reinforcement Learning for Traffic Signal Control. https://traffic-signal-control.github.io/