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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

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

awesome-seu

😎天呐，这所学校真厉害

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.

case33julia

IEEE33BW-mod case for N\N-1 operational DP planning using Julia

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)

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

deep-reinforcement-learning-hands-on-second-edition

Deep-Reinforcement-Learning-Hands-On-Second-Edition, published by Packt

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。

gaspowermodels.jl

Julia packages for joint optimization of natural gas and power transmission networks

greenpepper

grid2op

Grid2Op a testbed platform to model sequential decision making in power systems.

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.

gym-minigrid

Minimalistic gridworld package for OpenAI Gym

hierarchical_il_rl

Code for hierarchical imitation learning and reinforcement learning

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.

jpor_codes

Codes for the book "Julia Programming for Operations Research"

l2rpn

CodaLab L2RPN: Learning to Run a Power Network

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]

marl-papers

Paper list of multi-agent reinforcement learning (MARL)

mbbl

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

py.rl

个人强化学习编程练习\笔记

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

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.

tensorflow-windows-wheel

Tensorflow prebuilt binary for Windows