SustainDC is a set of Python environments for Data Center simulation and control using Heterogeneous Multi Agent Reinforcement Learning. Includes customizable environments for workload scheduling, cooling optimization, and battery management, with integration into Gymnasium.
☆116Aug 25, 2025Updated 11 months ago
Alternatives and similar repositories for dc-rl
Users that are interested in dc-rl are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- SustainCluster: A high-fidelity, open-source Gymnasium environment for benchmarking multi-objective, sustainable workload scheduling acro…☆71Jan 12, 2026Updated 6 months ago
- Sustain-LC is a benchmarking environment for traditional and reinforcement learning based controls as well as LLM based control☆36Aug 7, 2025Updated 11 months ago
- Data Center Environment and Reinforcement Learning (RL) Control☆27Oct 29, 2023Updated 2 years ago
- code for paper： Mixture-of-experts based Multi-Critic Deep Reinforcement Learning for Sustainable Management of Data Center Microgrids☆17Feb 18, 2026Updated 5 months ago
- Code for the paper "Spatio-temporal load shifting for truly clean computing"☆16Feb 4, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Reinforcement Learning Environments for Sustainable Energy Systems☆71Sep 6, 2025Updated 10 months ago
- DistFlow Safe Reinforcement Learning Algorithm for Voltage Magnitude Regulation in Distribution Networks☆14Jul 9, 2025Updated last year
- MATLAB code for component-informed data-center power-delivery modeling and power-system resonance analysis.☆18Jun 26, 2026Updated 3 weeks ago
- Supplementary material for the paper about experiments from our May 2025 demo☆30Oct 23, 2025Updated 9 months ago
- This is the dataset for the paper entitled "Feature-Driven Economic Improvement for Network-Constrained Unit Commitment: A Closed-Loop Pr…☆35Jul 15, 2025Updated last year
- Implementation of SAC and TD3 based on various RNN and Transformer.☆32Sep 28, 2024Updated last year
- ☆18Aug 3, 2019Updated 6 years ago
- PowerGridworld provides users with a lightweight, modular, and customizable framework for creating power-systems-focused, multi-agent Gym…☆182Apr 25, 2026Updated 3 months ago
- ☆37Apr 11, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- LP optimization for multi-microgrid energy management using Pyomo.☆15Feb 25, 2024Updated 2 years ago
- Matlab code to generate distributed power flow problems.☆28Jul 13, 2023Updated 3 years ago
- ELIGN: Expectation Alignment as a Multi-agent Intrinsic Reward☆20Dec 5, 2022Updated 3 years ago
- Modeling and Investigating the LLM electricity demand's impacts on Power and Energy Systems☆28Aug 19, 2025Updated 11 months ago
- Modular simulation library for AI datacenter-grid interaction☆16May 11, 2026Updated 2 months ago
- FUSION is an open-source project aimed at revolutionizing networking through the simulation of advanced SD-EONs and AI-enhanced networks,…☆15Jun 23, 2026Updated last month
- Basics of power optimization and matlab modeling examples☆13Sep 4, 2023Updated 2 years ago
- A Review of Safe Reinforcement Learning Methods for Modern Power Systems☆43Jun 18, 2026Updated last month
- Developing LLM applications for power systems☆48Jan 21, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Safe Model-Based RL HVAC Control Using Epistemic Uncertainty Estimation.☆13Feb 25, 2025Updated last year
- Predicting for Customers, whether they will buy car insurance or not.☆11Jan 29, 2021Updated 5 years ago
- The source code for Performance comparision of Deep RL algorithms for Energy Systems Optimal Scheduling☆175Mar 27, 2026Updated 3 months ago
- MPNG☆11Sep 13, 2023Updated 2 years ago
- ☆25Feb 25, 2023Updated 3 years ago
- This repo contains data and code for Task-Aware Machine Unlearning with Application to Load Forecasting.☆12Mar 14, 2024Updated 2 years ago
- Code accompanying paper "Models as Agents: Optimizing Multi-Step Predictions of Interactive Local Models in Model-Based Multi-Agent Reinf…☆15Dec 2, 2023Updated 2 years ago
- Demand Response Analysis Framework (DRAF)☆24Jun 10, 2026Updated last month
- Online appendix for the paper submitted to power systems and the matlab code☆15Apr 1, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- This set of codes implements our NAPS paper "Reduced Optimal Power Flow Using Graph Neural Network". This work is under the open license:…☆14Feb 23, 2024Updated 2 years ago
- This is the code project for optimal bidding staregy of virtual poewr plant considering uncertainty with IGDT and DRO☆13Mar 18, 2024Updated 2 years ago
- ☆31Feb 15, 2025Updated last year
- Package that provides functionality to run and process, plot and report TRNSYS simulations☆17May 27, 2026Updated last month
- Gym environment for building simulation and control using reinforcement learning☆234Updated this week
- This is an open-source code for our PESGM 2024 paper: An Imitation Learning Method with Multi-Virtual Agents for Microgrid Energy Optimiz…☆19Apr 9, 2025Updated last year
- Dynamic Task Software Caching-Assisted Computation Offloading for Multi-Access Edge Computing☆11Dec 18, 2022Updated 3 years ago