LiangZhang1996

DynamicLight

Official code for article "DynamicLight: Two-Stage Dynamic Traffic Signal Timing"

DataLight

Official code for article "DataLight: Offline Data-Driven Traffic Signal Control"

DynamicLight-old

Official code for article <DynamicLight: Dynamically Tuning Traffic Signal Duration with DRL>.

DataLight-old

code for "Data Might be Enough: Bridge Real-World Traffic Signal Control Using Offline Reinforcement Learning"

AttentionLight

Official code for "Knowledge intensive state design for traffic signal control"

Advanced_XLight

Official code for "Expression is enough: Improving traffic signal control with advanced traffic state representation ".

Efficient_XLight

Official code for "Efficient Pressure: Improving efficiency for signalized intersections ".

liangzhang1996.github.io

KunKuang.github.io

git_test

for test the git env

someInterpreter

Designed an Interpreter under some rules, which were from a homework.

KNN

KNN for classification

Q_learning_and_DQN

Q-learning and DQN for Atari games

Reduced_major_axis_regression

Use python3 and Matlab for calculate reduced major axis regression

shadows

Simulate plants' shadow change with time and location

Genetic_Algorithm

Genetic_Algorithm for TSP

action_recognition

Use Matlab for action recognition.

voice_recognition

Use convolution for voice recognition.

image_compression

Use auto-encoder decoder for image compression

PlanLight

code for paper PlanLight: Learning to Optimize Traffic Signal Control with Planning and Iterative Policy Improvement