GangSuUGA

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

GangSuUGA

Config files for my GitHub profile.

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.

Numerical-Optimization

Numerical Optimization

Practical_RL

A course in reinforcement learning in the wild

StageLight

SUMO Pytorch Deep Reinforcement Learning Traffic Signal Control

GangSuUGA/StageLight

SUMO Pytorch Deep Reinforcement Learning Traffic Signal Control

GangSuUGA/GangSuUGA

Config files for my GitHub profile.

GangSuUGA/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.

GangSuUGA/An-Introduction-to-Statistical-Learning

This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.

GangSuUGA/awesome-offline-rl

An index of algorithms for offline reinforcement learning (offline-rl)

GangSuUGA/cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, Ape-X DQN, DDPG, TD3, SAC)

GangSuUGA/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.

GangSuUGA/Deep_Learning2021Fall

deep learning

GangSuUGA/Numerical-Optimization

Numerical Optimization

GangSuUGA/Practical_RL

A course in reinforcement learning in the wild

GangSuUGA/RL_signals

All you need to know about Reinforcement Learning for Traffic Signal Control. https://traffic-signal-control.github.io/

GangSuUGA/Rethinking-Our-Infrastructure