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 4 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:
- The official implementation of "Winning the L2RPN Challenge: Semi-Markov Afterstate Actor-Critic", ICLR 2021☆28Jul 10, 2022Updated 4 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…☆60Oct 10, 2023Updated 3 years ago
- ☆26Oct 20, 2025Updated last year
- L2RPN Baselines a repository to host baselines for l2rpn competitions.☆96Jul 25, 2025Updated last year
- L2RPN WCCI 2022 2nd winner solution☆14Oct 27, 2022Updated 4 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 the code of "Winning the L2RPN Challenge: Power Grid Management via Semi-Markov Afterstate Actor-Critic".☆30Jul 10, 2022Updated 4 years ago
- ☆15Apr 8, 2023Updated 3 years ago
- CodaLab L2RPN: Learning to Run a Power Network☆66Dec 27, 2022Updated 3 years ago
- ☆14Jun 29, 2026Updated 4 months ago
- ☆21May 16, 2024Updated 2 years ago
- This is a solution for L2RPN_NIPS_Competitions_2020, and it wins 2nd prize.☆53Sep 5, 2021Updated 5 years ago
- The test code for the paper "Attention-based advantage actor-critic algorithm with prioritized experience replay for complex 2-D robotic …☆10Aug 7, 2022Updated 4 years ago
- Operational & economic simulation of Microgrid projects. Julia package of the Microgrids.X family.☆15Jan 30, 2026Updated 9 months ago
- Multi-objective application placement in fog computing using graph neural network-based reinforcement learning☆10Oct 20, 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.
- Grid2Op a testbed platform to model sequential decision making in power systems.☆488Updated this week
- The implementation of scenario generation for renewables production process☆32Aug 20, 2020Updated 6 years ago
- PyTorch implementation of Constrained Reinforcement Learning for Soft Actor Critic Algorithm☆63Jul 11, 2022Updated 4 years ago
- 考虑不确定性的短期电能负荷预测 ,附录☆11May 22, 2020Updated 6 years ago
- ☆10May 16, 2023Updated 3 years ago
- Contains the code of the 1st place submission to the 2022 Learning 2 Run a Power Network (L2RPN) Network Competition.☆30Nov 11, 2022Updated 3 years ago
- MIDS Capstone Project, Duke University, 2021☆10Apr 28, 2021Updated 5 years ago
- Source code of the paper "The Joint Application of Photovoltaic Generation and Distributed or Concentrated Energy Storage Systems in a Lo…☆11Jul 29, 2023Updated 3 years ago
- MATLAB code and data for the article Ildar Daminov, Anne Blavette, Salvy Bourguet, Hamid Ben Ahmed, Thomas Soulard, Pierre Warlop, "Econo…☆10Jun 23, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- An open-data dataset representing the electrical model of the complete French distribution network (Medium Voltage and Low Voltage downst…☆12Feb 13, 2026Updated 8 months ago
- Low voltage distribution system state estimation.☆10Apr 16, 2024Updated 2 years ago
- ☆11Oct 6, 2020Updated 6 years ago
- Semi-Markov Afterstate Actor-Critic (SMAAC) with Maze☆12Nov 16, 2021Updated 4 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 6 years ago
- Reinforcement Learning of Optimization-Based Control Policies via Implicit Policy Gradients☆16Nov 11, 2025Updated 11 months ago
- ☆11Jun 21, 2021Updated 5 years ago
- python programs and procedures that facilitate local application of the earth2observe global water resources reanalysis☆10Nov 21, 2017Updated 8 years ago
- A meta-learning attempt on the ARC Dataset☆13Apr 3, 2020Updated 6 years ago
- 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.
- Deep reinforcement learning-based control of room temperature and bidirectional EV charging☆14Nov 18, 2021Updated 4 years ago
- LLM-guided hyperparameter tuning☆10Oct 7, 2023Updated 3 years ago
- Run MPC-based policies and train RL agents in gym-anm environments using implementations from Stable Baselines 3.☆13Mar 2, 2023Updated 3 years ago
- PyTorch implementation of MATD3☆13Apr 3, 2020Updated 6 years ago
- AI control over HVAC☆10Mar 23, 2019Updated 7 years ago
- A Graph Reinforcement Learning model that combines RL and Graph Neural Networks to solve Dynamic Economic Power Dispatch☆12Sep 29, 2024Updated 2 years ago
- Explainable Causal Reinforcement Learning with attention☆37May 3, 2023Updated 3 years ago