rdnfn / rl-building-control
A curated list of awesome projects applying reinforcement learning (RL) to building control.
☆15Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for rl-building-control
- API for RL algorithm design & testing of BCA (Building Control Agent) HVAC on EnergyPlus building energy simulator by wrapping their EMS …☆67Updated last year
- ☆43Updated last month
- PowerGridworld provides users with a lightweight, modular, and customizable framework for creating power-systems-focused, multi-agent Gym…☆110Updated last year
- Gym environment for building simulation and control using reinforcement learning☆134Updated this week
- Model-based Reinforcement Learning for Building HVAC Control☆29Updated last year
- A framework to design Reinforcement Learning environments that model Active Network Management (ANM) tasks in electricity distribution ne…☆141Updated last week
- ☆61Updated last month
- Energym is an open source building simulation library designed to test climate control and energy management strategies on buildings in …☆65Updated 3 years ago
- An open-source platform for applying Reinforcement Learning for Grid Control (RLGC)☆111Updated 2 years ago
- A toolkit providing easy and unified access to building control environments for reinforcement learning (RL). No longer actively maintain…☆41Updated 7 months ago
- Supplementary material to the paper "An experimental evaluation of Deep Reinforcement Learning algorithms for HVAC control".☆13Updated last month
- python-microgrid is a python library to generate and simulate a large number of microgrids.☆60Updated 3 months ago
- ☆18Updated 2 years ago
- OpenModelica Microgrid Gym (OMG): An OpenAI Gym Environment for Microgrids☆184Updated 2 years ago
- A precocial reinforcement learning solution for HVAC control☆52Updated 3 years ago
- Physically Consistent Neural Networks☆15Updated last year
- Official reinforcement learning environment for demand response and load shaping☆477Updated this week
- A Gym-like environment for Volt-Var control in power distribution systems.☆73Updated 2 years ago
- The Advanced Controls Test Bed (ACTB) is a virtual buildings test bed that interfaces external controllers to high-fidelity Spawn of Ener…☆27Updated 7 months ago
- Deep Reinforcement Learning AI Approach to Control HVAC Systems☆45Updated 6 years ago
- DRL based Building Energy Management System for universal deploying in any buildings with Multi-VAV system☆18Updated last month
- ☆14Updated last year
- Reinforcement Learning Testbed for Power Consumption Optimization using EnergyPlus☆190Updated 3 months ago
- Simple EnergyPlus environments for control optimization using reinforcement learning☆42Updated last month
- pymgrid is a python library to generate and simulate a large number of microgrids.☆173Updated last year
- Repo for RL algorithm design and testing of BCA (building control agent) HVAC on EnergyPlus building energy simulator using Python API/EM…☆11Updated 2 years ago
- This is the official repository of AlphaBuilding ResCommunity: a realistic OpenAI Gym environment that can be used to train, test and ben…☆14Updated 2 years ago
- A Reinforcement Learning solution for HVAC control to optimize energy consumption. Developed by Vector Institute and TELUS.☆58Updated last year
- ShengrenHou / Optimal-Energy-System-Scheduling-Combining-Mixed-Integer-Programming-and-Deep-Reinforcement-LearningThe Source code for paper "Optimal Energy System Scheduling Combining Mixed-Integer Programming and Deep Reinforcement Learning". Safe …☆89Updated last year
- DarkGreyBox: An open-source data-driven python building thermal model inspired by Genetic Algorithms and Machine Learning☆38Updated 8 months ago