4g / dcool
data center cooling with reinforcement learning
☆11Updated 4 years ago
Alternatives and similar repositories for dcool:
Users that are interested in dcool are comparing it to the libraries listed below
- ☆9Updated last year
- AlphaHydrogen is an open source OpenAI Gym environment that simulates the energy system of a residential community with distributed renew…☆16Updated 3 years ago
- Deep Reinforcement Learning AI Approach to Control HVAC Systems☆47Updated 6 years ago
- Minimizing Costs in Energy Consumption of a Data Center using Deep Q Learning☆17Updated 5 years ago
- ☆26Updated 10 months ago
- API for RL algorithm design & testing of BCA (Building Control Agent) HVAC on EnergyPlus building energy simulator by wrapping their EMS …☆72Updated last year
- Supplementary material to the paper "An experimental evaluation of Deep Reinforcement Learning algorithms for HVAC control".☆14Updated 4 months ago
- ☆16Updated last year
- A curated list of awesome projects applying reinforcement learning (RL) to building control.☆16Updated 2 years ago
- ☆18Updated last month
- MLE+ Version 1.1☆20Updated 11 years ago
- Gym environment for building simulation and control using reinforcement learning☆144Updated last week
- A Reinforcement Learning solution for HVAC control to optimize energy consumption. Developed by Vector Institute and TELUS.☆65Updated last year
- Physically Consistent Neural Networks☆16Updated this week
- ELM is a collection of utilities to apply Large Language Models (LLMs) to energy research.☆53Updated this week
- A toolkit providing easy and unified access to building control environments for reinforcement learning (RL). No longer actively maintain…☆41Updated 2 months ago
- DarkGreyBox: An open-source data-driven python building thermal model inspired by Genetic Algorithms and Machine Learning☆40Updated 11 months ago
- The Advanced Controls Test Bed (ACTB) is a virtual buildings test bed that interfaces external controllers to high-fidelity Spawn of Ener…☆28Updated 10 months ago
- code for Build2Vec 1.0 reproducibility☆12Updated 3 years ago
- Use Deep Q-Learning model to optimize energy consumption of a data center☆33Updated 4 years ago
- ☆9Updated last month
- ☆46Updated 2 weeks ago
- A python scripting language for TRNSYS☆15Updated last year
- Building Optimization Performance Tests☆123Updated this week
- ☆42Updated 3 years ago
- Energym is an open source building simulation library designed to test climate control and energy management strategies on buildings in …☆70Updated 3 years ago
- A precocial reinforcement learning solution for HVAC control☆52Updated 4 years ago
- Simple EnergyPlus environments for control optimization using reinforcement learning☆44Updated 4 months ago
- PI Controller vs Reinforcement Learning to control temperature inside a room☆23Updated 3 years ago
- A Python-based building energy modeling (BEM) tool designed to model flexible loads in residential buildings☆53Updated last week