Pinned Repositories
Advanced_XLight
Official code for "Expression is enough: Improving traffic signal control with advanced traffic state representation ".
AttentionLight
Official code for "Knowledge intensive state design for traffic signal control"
awesome-decision-transformer
A curated list of Decision Transformer resources (continually updated)
awesome-reinforcement-learning-lib
GitHub's code repository is all you need
baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
CIL-DDQN
code of paper 《Independent Reinforcement Learning for Weakly Cooperative Multiagent Traffic Control Problem》
CityBrainLab
CityFlow_dyn
A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario
citylearn-2020-pikapika
CityLearn Challenge Multi-Agent Reinforcement Learning for Intelligent Energy Management, 2020, PikaPika team
DynamicLight
Official code for article <DynamicLight: Dynamically Tuning Traffic Signal Duration with DRL>.
yuanzhi0515's Repositories
yuanzhi0515/baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
yuanzhi0515/CIL-DDQN
code of paper 《Independent Reinforcement Learning for Weakly Cooperative Multiagent Traffic Control Problem》
yuanzhi0515/DeepRL-Tutorials
Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
yuanzhi0515/deeprl_network
multi-agent deep reinforcement learning for networked system control.
yuanzhi0515/deeprl_signal_control
multi-agent deep reinforcement learning for large-scale traffic signal control.
yuanzhi0515/GeneraLight
yuanzhi0515/GNN_Review
GNN综述阅读报告
yuanzhi0515/guandan-ai
A Rule-Based Guan-Dan AI
yuanzhi0515/metalight
MetaLight: a value-based meta-reinforcement learning framework for traffic signal control
yuanzhi0515/MirrorLossCode
yuanzhi0515/numpy-ml
Machine learning, in numpy
yuanzhi0515/Python
All Algorithms implemented in Python
yuanzhi0515/Python-100-Days
Python - 100天从新手到大师
yuanzhi0515/python-cookbook
Code samples from the "Python Cookbook, 3rd Edition", published by O'Reilly & Associates, May, 2013.
yuanzhi0515/Python-Core-50-Courses
Python语言基础50课
yuanzhi0515/python3-cookbook
《Python Cookbook》 3rd Edition Translation
yuanzhi0515/python_for_data_analysis_2nd_chinese_version
《利用Python进行数据分析·第2版》
yuanzhi0515/saliency
TensorFlow implementation for SmoothGrad, Grad-CAM, Guided backprop, Integrated Gradients and other saliency techniques
yuanzhi0515/spinningup
An educational resource to help anyone learn deep reinforcement learning.
yuanzhi0515/SUMO-DOC
SUMO官方wiki内容中文版
yuanzhi0515/tlc-baselines
yuanzhi0515/Traffic-Signal-Optimization-GA
Applying GA to solve the traffic optimization problems implemented in python using SUMO simulation.
yuanzhi0515/TSCC2019
Traffic Signal Control Competition
yuanzhi0515/you-get
:arrow_double_down: Dumb downloader that scrapes the web