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.
☆118Aug 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…☆72Jan 12, 2026Updated 7 months ago
- Sustain-LC is a benchmarking environment for traditional and reinforcement learning based controls as well as LLM based control☆37Aug 7, 2025Updated last year
- Data Center Environment and Reinforcement Learning (RL) Control☆27Oct 29, 2023Updated 2 years ago
- Official repo for "LAPSO: A Unified Optimization View for Learning-Augmented Power System Operations".☆19Jun 19, 2026Updated last month
- 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
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Code for the paper "Spatio-temporal load shifting for truly clean computing"☆15Feb 4, 2025Updated last year
- 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.☆23Jun 26, 2026Updated last month
- Supplementary material for the paper about experiments from our May 2025 demo☆31Oct 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 7 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 hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Execute tasks on a point in time with minimal grid carbon intensity☆45Feb 20, 2026Updated 5 months ago
- 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☆29Aug 19, 2025Updated 11 months ago
- Modular simulation library for AI datacenter-grid interaction☆18May 11, 2026Updated 3 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☆44Updated this week
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Developing LLM applications for power systems☆48Jan 21, 2024Updated 2 years ago
- 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☆176Mar 27, 2026Updated 4 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.☆13Mar 14, 2024Updated 2 years ago
- This is an introductory course on Power systems analysis given at Master's level at ULiège.☆24Dec 8, 2025Updated 8 months 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
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Code accompanying the papers "Online learning for robust voltage control under uncertain grid topology" (IEEE Transaction on Smart Grid, …☆27Nov 15, 2024Updated last year
- Demand Response Analysis Framework (DRAF)☆26Jun 10, 2026Updated 2 months ago
- ☆13Feb 13, 2024Updated 2 years ago
- Online appendix for the paper submitted to power systems and the matlab code☆15Apr 1, 2021Updated 5 years ago
- 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
- Open code of my published paper: Ecological Driving Framework of Hybrid Electric Vehicle Based on Heterogeneous Multi-Agent Deep Reinforc…☆35May 6, 2025Updated last year
- ☆33Feb 15, 2025Updated last year