Pinned Repositories
hybrid-VPP4DSO
Files related to the research project hybrid-VPP4DSO in the field of Virtual Power Plants
ML-notes
notes about machine learning
spinningup
An educational resource to help anyone learn deep reinforcement learning.
AI-Expert-Roadmap
Roadmap to becoming an Artificial Intelligence Expert in 2020
Combined-Heat-and-Power-System-Economic-Dispatch
Deep reinforcement learning approaches for CHP system economic dispatch
DPM
Dynamic Power Management using Reinforcement Learning for IoT devices.
DRL-Energy-Management
Deep reinforcement learning based energy management strategy for hybrid electric vehicle
Dynamic-Optimizing-Strategy-of-EV-Charging-Using-PSO
UCLA, Smart charging, minimize load variance, Particle Swarm Optimization
EV-wireless_charging-optimization
leedeeprl-notes
李宏毅《深度强化学习》笔记，在线阅读地址：https://datawhalechina.github.io/leedeeprl-notes/
sugar-215's Repositories
sugar-215/PowerGridworld
PowerGridworld provides users with a lightweight, modular, and customizable framework for creating power-systems-focused, multi-agent Gym environments that readily integrate with existing training frameworks for reinforcement learning (RL). https://arxiv.org/abs/2111.05969
sugar-215/maddpg
Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"
sugar-215/Reinforcement-Learning-forPowerGrid-Operation_and_Maineinance
sugar-215/DRL-Energy-Management
Deep reinforcement learning based energy management strategy for hybrid electric vehicle
sugar-215/MicroGrid-RL-Agent
sugar-215/PARL
A high-performance distributed training framework for Reinforcement Learning
sugar-215/reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
sugar-215/spinningup
An educational resource to help anyone learn deep reinforcement learning.
sugar-215/leedeeprl-notes
李宏毅《深度强化学习》笔记，在线阅读地址：https://datawhalechina.github.io/leedeeprl-notes/
sugar-215/RLexample
Some basic examples of playing with RL
sugar-215/AI-Expert-Roadmap
Roadmap to becoming an Artificial Intelligence Expert in 2020
sugar-215/Smart-Grid-VPP-Creation-Simulation
Optimization of Virtual Power Plant formation process using Game Theory
sugar-215/Reinforcement-learning-with-tensorflow
Simple Reinforcement learning tutorials
sugar-215/Power-System-Reinforcement-Learning-Agent
sugar-215/Combined-Heat-and-Power-System-Economic-Dispatch
Deep reinforcement learning approaches for CHP system economic dispatch
sugar-215/ML-notes
notes about machine learning
sugar-215/lhy_DL_Hw
sugar-215/EV-wireless_charging-optimization
sugar-215/Dynamic-Optimizing-Strategy-of-EV-Charging-Using-PSO
UCLA, Smart charging, minimize load variance, Particle Swarm Optimization
sugar-215/hybrid-VPP4DSO
Files related to the research project hybrid-VPP4DSO in the field of Virtual Power Plants
sugar-215/DPM
Dynamic Power Management using Reinforcement Learning for IoT devices.