nature-1228

nature-1228's Stars

• Nathan-Bernardo/RCPS-Safety-Guidance

  Safe Reinforce Learning -> Constraint algorithms to train agents in Safety Gym, paper notes on research papers regarding RL with constraints + optimizer + neural networks, PyTorch implementation on policy gradient algorithms

  Language:Python4

• abalakrishna123/recovery-rl

  Implementation of Recovery RL: Safe Reinforcement Learning With Learned Recovery Zones.

  Language:Python5317

• liuzuxin/OSRL

  🤖 Elegant implementations of offline safe RL algorithms in PyTorch

  Language:Python17912

• PKU-Alignment/safe-rlhf

  Safe RLHF: Constrained Value Alignment via Safe Reinforcement Learning from Human Feedback

  Language:Python1.4k119

• RLGC-Project/RLGC

  An open-source platform for applying Reinforcement Learning for Grid Control (RLGC)

  Language:Jupyter Notebook11231

• bossdm/RCMDP

  algorithms for robust constrained Markov decision processes

  Language:Python2

• akifumi-wachi-4/safe_near_optimal_mdp

  Safe Reinforcement Learning in Constrained Markov Decision Processes

  Language:Python5710

• phalonneNana/Reinforcement-Learning-by-Minimizing-Constraint-Violation

  This research aims to address the challenge of effectively representing logical safety constraints within the RL framework by introducing a novel violation measure, thereby enhancing the agent’s decision- making process in model-free RL using constrained Markov Decision Processes to adhere to the safety constraints.

  Language:Jupyter Notebook11

• 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.

  Language:Jupyter Notebook3

• KGongZju/OPF-with-PandaPower

  IEEE-118 cost-based OPF using PandaPower

  Language:Python7

• fredrikofstad/RL-Microgrid-Coordination

  Coordinating energy management for microgrid using reinforcement learning

  Language:Python171

• GitX123/Microgrid_EMS

  LP optimization for multi-microgrid energy management using Pyomo.

  Language:Python5

• tshort/OpenDSS

  Electrical power system simulation tool primarily for utility power distribution systems

  Language:Pascal9655

• kevinrussellmoy/smart-rl-mg

  Reinforcement Learning + Microgrids for OpenDSS with the Stanford Microgrid Analysis and Research Training internship

  Language:Python244

• RanZhu1989/BC_SelfHealing

  Reproduced Code for Paper "Hybrid Imitation Learning for Real-Time Service Restoration in Resilient Distribution Systems"

  Language:Python2

• whoiszyc/IntelliHealer

  IntelliHealer: An imitation and reinforcement learning platform for self-healing distribution networks

  Language:Python243

• 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!

  2

• NREL/hybrid-rl-mpc4clr

  Language:Python172

• 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.

  Language:Jupyter Notebook173

• NREL/DSS-SimPy-RL

  This repository is an Reinforcement Learning Platform for learning agents to control cyber-physical Power Distribution Systems resiliently. The cyber environment in based on SimPy Discrete Event Simulator, while the distribution system is backened by Open-DSS.

  Language:Python274

• wilsonhu7777/Vanilla-DQN-for-Bat

  Deep Reinforcement Learning Techniques for Energy Management of Networked Microgrids

  Language:Python242

• NREL/rlc4clr

  RLC4CLR employs curriculum learning to train a reinforcement learning controller (RLC) for a distribution system critical load restoration (CLR) problem.

  Language:Jupyter Notebook7

• shariqiqbal2810/maddpg-pytorch

  PyTorch Implementation of MADDPG (Lowe et. al. 2017)

  Language:Python579130

• dynamik1703/gym_longicontrol

  A new Reinforcement Learning Environment

  Language:Jupyter Notebook3313

• gxnk/reinforcement-learning-code

  Language:Python385247

• TommyZihao/zihao_course

  同济子豪兄的公开课

  1.6k191

• Harry24k/bayesian-neural-network-pytorch

  PyTorch implementation of bayesian neural network [torchbnn]

  Language:Python50275

• NLP-LOVE/ML-NLP

  此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

  Language:Jupyter Notebook16.2k4.6k