ShengrenHou
Email: h.shengren@tudelft.nl PhD candidate in EWI, TU Delft. Research Area: Reinforcement Learning based Energy Management, Power Market,
@TUDELFTDelft, Netherlands
Pinned Repositories
awesome-reinforcement-learning-zh
中文整理的强化学习资料（Reinforcement Learning）
Battery-Arbitrage
A pyomo implementation of a simple battery arbitrage model.
Combined-Heat-and-Power-System-Economic-Dispatch
Deep reinforcement learning approaches for CHP system economic dispatch
COVID-19-Detection
CT, Novel coronavirus, detection, Resnet neural network
DF-SRL
A Safety-Guaranteed Learning Algorithm for Voltage Regulation in Active Distribution Networks
DRL-for-Energy-Systems-Optimal-Scheduling
The source code for Performance comparision of Deep RL algorithms for Energy Systems Optimal Scheduling
Energy-Data-and-Model-Platform
This repo is used to record the progress of building Platform for Energy Data and Model Platform
Energy-management-MIP-Deep-Reinforcement-Learning
source code for the paper:A Constraint Enforcement Deep Reinforcement Learning Framework for Optimal Energy Storage Systems Dispatch
Optimal-Energy-System-Scheduling-Combining-Mixed-Integer-Programming-and-Deep-Reinforcement-Learning
The Source code for paper "Optimal Energy System Scheduling Combining Mixed-Integer Programming and Deep Reinforcement Learning". Safe reinforcement learning, energy management
PGSIM
ShengrenHou's Repositories
ShengrenHou/DRL-for-Energy-Systems-Optimal-Scheduling
The source code for Performance comparision of Deep RL algorithms for Energy Systems Optimal Scheduling
ShengrenHou/Optimal-Energy-System-Scheduling-Combining-Mixed-Integer-Programming-and-Deep-Reinforcement-Learning
The Source code for paper "Optimal Energy System Scheduling Combining Mixed-Integer Programming and Deep Reinforcement Learning". Safe reinforcement learning, energy management
ShengrenHou/Energy-management-MIP-Deep-Reinforcement-Learning
source code for the paper:A Constraint Enforcement Deep Reinforcement Learning Framework for Optimal Energy Storage Systems Dispatch
ShengrenHou/Energy-Data-and-Model-Platform
This repo is used to record the progress of building Platform for Energy Data and Model Platform
ShengrenHou/DF-SRL
A Safety-Guaranteed Learning Algorithm for Voltage Regulation in Active Distribution Networks
ShengrenHou/Egret
Tools for building power systems optimization problems
ShengrenHou/ElegantRL
Scalable and Elastic Deep Reinforcement Learning Using PyTorch. Please star. 🔥
ShengrenHou/gym-anm
Design Reinforcement Learning environments that model Active Network Management (ANM) tasks in electricity distribution networks.
ShengrenHou/Time-Series-Library
A Library for Advanced Deep Time Series Models.
ShengrenHou/transformer-fault-cluster-using-K-means-
Help my friend enze to do transformer fault clustering using DGA
ShengrenHou/CityLearn
Official reinforcement learning environment for demand response and load shaping
ShengrenHou/ComparingTileCoders
ShengrenHou/deer
DEEp Reinforcement learning framework
ShengrenHou/DRL-code-pytorch
Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.
ShengrenHou/google-research
Google Research
ShengrenHou/HEFTcom24
Repository for the Hybrid Renewable Energy Forecasting and Trading Competition containing utilities and a "Getting Started" guide.
ShengrenHou/HEM-DeepRL-v2
Home Energy Management based on Deep Reinforcement Learning Approach.
ShengrenHou/Maomao_project
help maomao do any project she need
ShengrenHou/MAPDN
This repository is for an open-source environment for multi-agent active voltage control on power distribution networks (MAPDN).
ShengrenHou/pglib-uc
Benchmarks for the Unit Commitment Problem
ShengrenHou/PPO-PyTorch
Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch
ShengrenHou/PyFixedReps
ShengrenHou/PyMatch
A collection of different PyTorch wrappers for training neural networks and reinforcement algorithms
ShengrenHou/run_in_hpc
Examples and tutorials for running your Python based code in High Power Computing (HPC) clusters
ShengrenHou/ShengrenHou
My Personal Information
ShengrenHou/SOFTX-D-20-00087
ycity_scheduling - A Python framework for the development and assessment of optimization-based power scheduling algorithms for multi-energy systems in city districts
ShengrenHou/tensorlayer
Deep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥
ShengrenHou/tensorpowerflow
Ultra fast power flow for scenario analysis.
ShengrenHou/tf2rl
TensorFlow2 Reinforcement Learning
ShengrenHou/unit_commitment
An unit commitment optimization problem.