This repository contains the code to train the baseline agent provided in the 2022 edition of Learning to Run a Power Network and to recreate the experiments (as well as the figures) of the paper Reinforcement learning for Energies of the future and carbon neutrality: a Challenge Design.
☆15Aug 2, 2022Updated 3 years ago
Alternatives and similar repositories for L2RPN-2022_PPO-Baseline
Users that are interested in L2RPN-2022_PPO-Baseline are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Contains the code of the 1st place submission to the 2022 Learning 2 Run a Power Network (L2RPN) Network Competition.☆28Nov 11, 2022Updated 3 years ago
- This repository is a tool for visualizing an agent RL process from a grid2op format. It was made though a partnership between RTE and Art…☆58Oct 10, 2023Updated 2 years ago
- The official implementation of "Winning the L2RPN Challenge: Semi-Markov Afterstate Actor-Critic", ICLR 2021☆29Jul 10, 2022Updated 3 years ago
- Physics-Informed Reinforcement Learning for Smart V2G EV Charging and Distribution Network Voltage Support.☆32Oct 16, 2025Updated 6 months ago
- ☆15Apr 8, 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.
- Implementations of DQN, DQN with PER, DDQN with PER, and DDDQN with PER agents to maximise reward in a 14 node power grid station☆20Aug 22, 2020Updated 5 years ago
- L2RPN Baselines a repository to host baselines for l2rpn competitions.☆90Jul 25, 2025Updated 8 months ago
- Multi-objective application placement in fog computing using graph neural network-based reinforcement learning☆10Oct 20, 2025Updated 5 months ago
- Competitive Reinforcement Learning for Real-Time Pricing and Scheduling Control in Coupled EV Charging Stations and Power Networks☆13Jun 10, 2023Updated 2 years ago
- A gymnasium-compatible framework to create reinforcement learning (RL) environment for solving the optimal power flow (OPF) problem. Cont…☆29Mar 22, 2025Updated last year
- ☆10Jul 26, 2024Updated last year
- This repo contains the code of "Winning the L2RPN Challenge: Power Grid Management via Semi-Markov Afterstate Actor-Critic".☆31Jul 10, 2022Updated 3 years ago
- RL2Grid is a standardized benchmark for reinforcement learning (RL) agents in realistic power grid environments. Built on top of Grid2Op,…☆46Updated this week
- The test code for the paper "Attention-based advantage actor-critic algorithm with prioritized experience replay for complex 2-D robotic …☆10Aug 7, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- This repository includes case study data and source code for the Informs Journal on Computing paper: Zolan, A., Scioletti, M., Morton, D.…☆10Feb 16, 2021Updated 5 years ago
- Grid2Op a testbed platform to model sequential decision making in power systems.☆421Updated this week
- Synthetic low- and medium-voltage power distribution grids in Switzerland.☆16Apr 7, 2025Updated last year
- MIDS Capstone Project, Duke University, 2021☆10Apr 28, 2021Updated 4 years ago
- 考虑不确定性的短期电能负荷预测 ，附录☆11May 22, 2020Updated 5 years ago
- ☆11Jun 21, 2021Updated 4 years ago
- This software uses a config file (config.py), which is a settings file, to build and run SWAT+ models. Users can share the config along w…☆16Mar 9, 2022Updated 4 years ago
- Run MPC-based policies and train RL agents in gym-anm environments using implementations from Stable Baselines 3.☆12Mar 2, 2023Updated 3 years ago
- This project is about exploring the use of model-based reinforcement learning with Bayesian neural networks to minimize the electricity c…☆18Apr 27, 2024Updated last year
- 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.
- CodaLab L2RPN: Learning to Run a Power Network☆64Dec 27, 2022Updated 3 years ago
- ☆11Oct 6, 2020Updated 5 years ago
- ☆17Mar 25, 2026Updated 3 weeks ago
- This is the code repository for the paper "Zero-Sum Stochastic Stackelberg Games".☆17Oct 12, 2022Updated 3 years ago
- python programs and procedures that facilitate local application of the earth2observe global water resources reanalysis☆10Nov 21, 2017Updated 8 years ago
- Examples of RL for the energy arbitrage use case.☆31Nov 20, 2021Updated 4 years ago
- Deep Reinforcement Learning based Real-time Renewable Energy Bidding with Battery Control☆16Jul 13, 2025Updated 9 months ago
- A Gym-like environment for Volt-Var control in power distribution systems.☆109Aug 4, 2022Updated 3 years ago
- 基于强化学习的列车节能 Subway Train energy efficient Algorithm base on Reinforcement Learning☆12Jul 4, 2020Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- AI control over HVAC☆10Mar 23, 2019Updated 7 years ago
- Model of virtual power plant as a part of Msc thesis☆14Mar 6, 2022Updated 4 years ago
- PyTorch implementation of MATD3☆13Apr 3, 2020Updated 6 years ago
- ☆13Oct 5, 2021Updated 4 years ago
- Database Manager for use with PLEXOS XML files☆29Updated this week
- Microgrid/distribution network level energy market managed by an RL agent☆12Feb 19, 2021Updated 5 years ago
- LLM-guided hyperparameter tuning☆10Oct 7, 2023Updated 2 years ago