Stars
Clean, Robust, and Unified PyTorch implementation of popular Deep Reinforcement Learning (DRL) algorithms (Q-learning, Duel DDQN, PER, C51, Noisy DQN, PPO, DDPG, TD3, SAC, ASL)
Implementation of Large Margin aware Focal (LMF) loss
Python - 100天从新手到大师
Book_1_《编程不难》 | 鸢尾花书：从加减乘除到机器学习；请多多批评指正！
Example of Anomaly Detection using Convolutional Variational Auto-Encoder (CVAE)
Pytorch implementation of Deep Recurrent (Double) Q-Learning.
the code implements a training algorithm for a tracking control system using dynamic programming and reinforcement learning. It uses neural networks to approximate the control policy and iterativel…
reinforcement learning for power grid optimal operations and maintenance
This repo contains all the codes and data for 'Blending Data and Physics Against False Data Injection Attack: An Event-Triggered Moving Target Defence Approach'
A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.
ML framework for anomaly detection in the state estimation of the power system
This repository contains series of modules to get started with Reinforcement Learning with MATLAB.
Power System simulation tool to visualize the steady state power system operation, such as optimal power flow and state estimation. The functions also include generating false data injection (FDI) …
An implementation of RVFL+ and KRVFL+ with MATLAB and Python
This repository contains the code used to do the simulations described in my master thesis: ``Learning parametric model predictive control strategies for frequency control of a microgrid''
simulate centralized and distributed power grid, in order to implement state estimation and bad data detection. Also, simplest FDI Attack.
DQN, double DQN and Dueling DQN in electric power sistem control
Using multi-agent Deep Q Learning with LSTM cells (DRQN) to train multiple users in cognitive radio to learn to share scarce resource (channels) equally without communication
Deep reinforcement learning algorithms is applied on a pump which control temperature of water floating into the underfloor heating system and controlling open/close valves for circuits depending o…
jackfrued / LearnPython
Forked from xianhu/LearnPython以撸代码的形式学习Python