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
- The official implementation of "Winning the L2RPN Challenge: Semi-Markov Afterstate Actor-Critic", ICLR 2021☆29Jul 10, 2022Updated 3 years ago
- ☆24Oct 20, 2025Updated 7 months ago
- Physics-Informed Reinforcement Learning for Smart V2G EV Charging and Distribution Network Voltage Support.☆34Oct 16, 2025Updated 7 months ago
- ☆15Apr 8, 2023Updated 3 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.
- Implementations of DQN, DQN with PER, DDQN with PER, and DDDQN with PER agents to maximise reward in a 14 node power grid station☆21Aug 22, 2020Updated 5 years ago
- L2RPN Baselines a repository to host baselines for l2rpn competitions.☆91Jul 25, 2025Updated 10 months ago
- Multi-objective application placement in fog computing using graph neural network-based reinforcement learning☆10Oct 20, 2025Updated 7 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
- This is a solution for L2RPN_NIPS_Competitions_2020, and it wins 2nd prize.☆55Sep 5, 2021Updated 4 years ago
- A framework to design Reinforcement Learning environments that model Active Network Management (ANM) tasks in electricity distribution ne…☆172Nov 14, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- 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
- 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.☆432Updated this week
- Semi-Markov Afterstate Actor-Critic (SMAAC) with Maze☆11Nov 16, 2021Updated 4 years ago
- Synthetic low- and medium-voltage power distribution grids in Switzerland.☆18Apr 7, 2025Updated last year
- MIDS Capstone Project, Duke University, 2021☆10Apr 28, 2021Updated 5 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
- 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
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- This project is about exploring the use of model-based reinforcement learning with Bayesian neural networks to minimize the electricity c…☆18Apr 27, 2024Updated 2 years ago
- CodaLab L2RPN: Learning to Run a Power Network☆65Dec 27, 2022Updated 3 years ago
- ☆11Oct 6, 2020Updated 5 years ago
- This is the code repository for the paper "Zero-Sum Stochastic Stackelberg Games".☆17Oct 12, 2022Updated 3 years ago
- ☆17Apr 30, 2026Updated last month
- python programs and procedures that facilitate local application of the earth2observe global water resources reanalysis☆10Nov 21, 2017Updated 8 years ago
- Módulo de interface para o programa NEWAVE, lidando com escrita e leitura de arquivos de entrada e saída para auxiliar na realização de e…☆16Apr 10, 2026Updated last month
- Examples of RL for the energy arbitrage use case.☆31Nov 20, 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 5 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- A Gym-like environment for Volt-Var control in power distribution systems.☆112Aug 4, 2022Updated 3 years ago
- 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
- ☆13Oct 5, 2021Updated 4 years ago
- Microgrid/distribution network level energy market managed by an RL agent☆13Feb 19, 2021Updated 5 years ago
- Database Manager for use with PLEXOS XML files☆31May 21, 2026Updated last week
- Deep reinforcement learning-based control of room temperature and bidirectional EV charging☆14Nov 18, 2021Updated 4 years ago