INFERLab / Gnu-RLLinks
A precocial reinforcement learning solution for HVAC control
☆54Updated 4 years ago
Alternatives and similar repositories for Gnu-RL
Users that are interested in Gnu-RL are comparing it to the libraries listed below
Sorting:
- ☆49Updated 4 months ago
- ☆65Updated 8 months ago
- Physically Consistent Neural Networks☆17Updated 3 months ago
- The Advanced Controls Test Bed (ACTB) is a virtual buildings test bed that interfaces external controllers to high-fidelity Spawn of Ener…☆29Updated last year
- Energym is an open source building simulation library designed to test climate control and energy management strategies on buildings in …☆74Updated 3 years ago
- Model-based Reinforcement Learning for Building HVAC Control☆37Updated last year
- ☆28Updated last year
- ☆19Updated 3 years ago
- Building Optimization Performance Tests☆130Updated this week
- COHORT: Coordination of Heterogeneous Thermostatically Controlled Loads for Demand Flexibility☆14Updated 4 years ago
- Simple EnergyPlus environments for control optimization using reinforcement learning☆50Updated 3 months ago
- Gym environment for building simulation and control using reinforcement learning☆173Updated 2 weeks ago
- ☆14Updated last year
- Grey-brick buildings, an open source data set of 225 calibrated Dutch residential building heat models, comprising identified models and …☆20Updated 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 3 years ago
- COBS: COmprehensive Building Simulator☆16Updated 3 years ago
- Implementation of Q-Learning as Finite Markov Decision Process☆27Updated last year
- Building Energy Simulation (BeSim) toolbox for user-friendly and fast development and simulation of advanced building climate controllers…☆29Updated 4 years ago
- Material for the tutorial on "Physics-Informed Machine Learning (PIML) for Modeling and Control of Dynamical Systems" presented at the Am…☆19Updated last year
- Using Reinforcement Learning to control HVAC for efficient use of energy☆11Updated 6 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
- Deep Reinforcement Learning AI Approach to Control HVAC Systems☆53Updated 6 years ago
- This repository contains the raw data used in "A Multi-Agent Reinforcement Learning Approach to Price and Comfort Optimization in HVAC-Sy…☆11Updated 3 years ago
- ☆49Updated 2 weeks ago
- CityLearn Challenge Multi-Agent Reinforcement Learning for Intelligent Energy Management, 2020, PikaPika team☆26Updated 3 years ago
- Multiple Shooting Model Predictive Control Framework☆16Updated 6 years ago
- Differentiable predictive control (DPC) policy optimization examples.☆53Updated 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
- Physics-informed Dyna-style model-based deep reinforcement learning for dynamic control☆55Updated 3 years ago
- ☆17Updated last year