RanZhu1989
Southeast University | Electrical Engineering | Power System Resilience
Southeast UniversityDublin
Pinned Repositories
Adversarial-Generation-DRO-RL-for-Critical-Load-Restoration
Code for Paper 'Adversarial Enviroment Generation Enhanced Distributionally Robust Reinforcement Learning for Critical Load Restoration in Distribution System'. Many thanks for suggestions and supports!
Algorithms-PowerSystem-Optimizaion
Algorithms in power system optimizaion for beginners. Code in MATLAB with yalmip
BC_SelfHealing
Reproduced Code for Paper "Hybrid Imitation Learning for Real-Time Service Restoration in Resilient Distribution Systems"
BilibiliMKV
Convert offline cache of Android version Bilibili client to MKV video files and rename them with video information.
case33Py
IEEE33BW-mod case for N\N-1 operational planning
cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
IL_Self_Healing
This repository is an recast vserion of the Paper ``Hybrid Imitation Learning for Real-Time Service Restoration in Resilient Distribution Systems'' of TII.
OpenDSS_Python_Interface
A wrapper of OpenDSS Direct DLL, which provides a convenient way to use OpenDSS in Python, especially for operating data generating and reinforcement learning.
pumpkin-book
《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book
RL_PlayGround
This repository is a playground for beginners to learn reinforcement learning. It is a collection of simple environments and agents to get you started with reinforcement learning.
RanZhu1989's Repositories
RanZhu1989/RL_PlayGround
This repository is a playground for beginners to learn reinforcement learning. It is a collection of simple environments and agents to get you started with reinforcement learning.
RanZhu1989/case33Py
IEEE33BW-mod case for N\N-1 operational planning
RanZhu1989/Algorithms-PowerSystem-Optimizaion
Algorithms in power system optimizaion for beginners. Code in MATLAB with yalmip
RanZhu1989/BC_SelfHealing
Reproduced Code for Paper "Hybrid Imitation Learning for Real-Time Service Restoration in Resilient Distribution Systems"
RanZhu1989/Adversarial-Generation-DRO-RL-for-Critical-Load-Restoration
Code for Paper 'Adversarial Enviroment Generation Enhanced Distributionally Robust Reinforcement Learning for Critical Load Restoration in Distribution System'. Many thanks for suggestions and supports!
RanZhu1989/cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
RanZhu1989/IL_Self_Healing
This repository is an recast vserion of the Paper ``Hybrid Imitation Learning for Real-Time Service Restoration in Resilient Distribution Systems'' of TII.
RanZhu1989/OpenDSS_Python_Interface
A wrapper of OpenDSS Direct DLL, which provides a convenient way to use OpenDSS in Python, especially for operating data generating and reinforcement learning.
RanZhu1989/pumpkin-book
《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book
RanZhu1989/Py.RL
个人强化学习编程练习\笔记
RanZhu1989/Awesome-pytorch-list
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
RanZhu1989/awesome-seu
😎天呐，这所学校真厉害
RanZhu1989/BilibiliMKV
Convert offline cache of Android version Bilibili client to MKV video files and rename them with video information.
RanZhu1989/case33Julia
IEEE33BW-mod case for N\N-1 operational DP planning using Julia
RanZhu1989/Deep-Reinforcement-Learning-Hands-On-Second-Edition
Deep-Reinforcement-Learning-Hands-On-Second-Edition, published by Packt
RanZhu1989/CORL
High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC, LB-SAC, SPOT, Cal-QL
RanZhu1989/Dive-into-DL-PyTorch
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
RanZhu1989/GasPowerModels.jl
Julia packages for joint optimization of natural gas and power transmission networks
RanZhu1989/GreenPepper
RanZhu1989/Grid2Op
Grid2Op a testbed platform to model sequential decision making in power systems.
RanZhu1989/grid2viz
This repository is a tool for visualizing an agent RL process from a grid2op format. It was made though a partnership between RTE and Artelys for the different challengers of the L2RPN RL Challenge.
RanZhu1989/gym-minigrid
Minimalistic gridworld package for OpenAI Gym
RanZhu1989/jpor_codes
Codes for the book "Julia Programming for Operations Research"
RanZhu1989/L2RPN
CodaLab L2RPN: Learning to Run a Power Network
RanZhu1989/Lihang
Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]
RanZhu1989/MARL-Papers
Paper list of multi-agent reinforcement learning (MARL)
RanZhu1989/RanZhu1989
RanZhu1989/reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
RanZhu1989/tensorflow-windows-wheel
Tensorflow prebuilt binary for Windows
RanZhu1989/tensorlayer
Deep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥