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.
☆132Aug 25, 2025Updated last year
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…☆90Jan 12, 2026Updated 9 months ago
- Sustain-LC is a benchmarking environment for traditional and reinforcement learning based controls as well as LLM based control☆44Aug 7, 2025Updated last year
- Data Center Environment and Reinforcement Learning (RL) Control☆27Oct 29, 2023Updated 3 years ago
- ExaDigiT/RAPS is a simulator for replaying or modeling workloads on supercomputers and predicting the resulting power consumption.☆15Oct 26, 2026Updated last week
- Official repo for "LAPSO: A Unified Optimization View for Learning-Augmented Power System Operations".☆21Aug 24, 2026Updated 2 months 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.
- LLM agent for electricity-computing co-scheduling, with the ECBench benchmark☆20Jul 31, 2026Updated 3 months ago
- Code for the paper "Spatio-temporal load shifting for truly clean computing"☆17Feb 4, 2025Updated last year
- code for paper： Mixture-of-experts based Multi-Critic Deep Reinforcement Learning for Sustainable Management of Data Center Microgrids☆24Sep 30, 2026Updated last month
- This is the official repository for the PM100 HPC job workload dataset, containing the scripts for the creation of the final data.☆13Aug 6, 2026Updated 2 months ago
- Modular simulation library for AI datacenter-grid interaction☆32May 11, 2026Updated 5 months ago
- DistFlow Safe Reinforcement Learning Algorithm for Voltage Magnitude Regulation in Distribution Networks☆14Jul 9, 2025Updated last year
- FUSION is an open-source project aimed at revolutionizing networking through the simulation of advanced SD-EONs and AI-enhanced networks,…☆16Updated this week
- 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
- PowerGridworld provides users with a lightweight, modular, and customizable framework for creating power-systems-focused, multi-agent Gym…☆188Apr 25, 2026Updated 6 months 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.
- ☆15Jul 20, 2020Updated 6 years ago
- A Review of Safe Reinforcement Learning Methods for Modern Power Systems☆45Updated this week
- LP optimization for multi-microgrid energy management using Pyomo.☆15Feb 25, 2024Updated 2 years ago
- ☆18Aug 3, 2019Updated 7 years ago
- ☆14Sep 3, 2026Updated 2 months ago
- This is the dataset for the paper entitled "Feature-Driven Economic Improvement for Network-Constrained Unit Commitment: A Closed-Loop Pr…☆36Jul 15, 2025Updated last year
- Modeling and Investigating the LLM electricity demand's impacts on Power and Energy Systems☆29Aug 19, 2025Updated last year
- ELIGN: Expectation Alignment as a Multi-agent Intrinsic Reward☆20Dec 5, 2022Updated 3 years ago
- Execute tasks on a point in time with minimal grid carbon intensity☆47Oct 6, 2026Updated 3 weeks ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Multi-agent reinforcement learning for privacy-preserving, scalable residential energy flexibility coordination☆36Nov 4, 2023Updated 2 years ago
- PyTorch block-diagonal ODE CUDA solver, designed for gradient-based optimization☆16Apr 27, 2020Updated 6 years ago
- Basics of power optimization and matlab modeling examples☆13Sep 4, 2023Updated 3 years ago
- Supplementary material for the paper about experiments from our May 2025 demo☆45Oct 23, 2025Updated last year
- A simulation framework for modeling data center operations under power grid demand response programs.☆18Mar 2, 2026Updated 8 months ago
- ☆24Mar 12, 2026Updated 7 months ago
- Matlab code to generate distributed power flow problems.☆28Jul 13, 2023Updated 3 years ago
- Predicting for Customers, whether they will buy car insurance or not.☆11Jan 29, 2021Updated 5 years ago
- MPNG☆11Sep 13, 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.
- This repo contains data and code for Task-Aware Machine Unlearning with Application to Load Forecasting.☆13Mar 14, 2024Updated 2 years ago
- ☆25Feb 25, 2023Updated 3 years ago
- Developing LLM applications for power systems☆49Jan 21, 2024Updated 2 years ago
- Code accompanying the papers "Online learning for robust voltage control under uncertain grid topology" (IEEE Transaction on Smart Grid, …☆27Nov 15, 2024Updated last year
- The source code for Performance comparision of Deep RL algorithms for Energy Systems Optimal Scheduling☆176Mar 27, 2026Updated 7 months ago
- Safe Model-Based RL HVAC Control Using Epistemic Uncertainty Estimation.☆13Feb 25, 2025Updated last year
- This is an introductory course on Power systems analysis given at Master's level at ULiège.☆26Oct 13, 2026Updated 3 weeks ago