thomaslautenb
I am into energy markets, the power system and machine learning. The code for my msc thesis will be published soon @TU-Delft-AI-Energy-Lab.
Pinned Repositories
A3C-RL-baseline-agent-for-Grid2Op-environment
This A3C reinforcement learning code is implemented for tensorflow 2.0 and it is focused to demonstrate the implementation of a multi-threading agent (A3C) on [Grid2Op](https://github.com/rte-france/Grid2Op) environment.
ABM
Agent Based Modelling with Python Mesa for Flood adaptation -- coursework for AgentBasedModelling Q2 2023
Congestions
Playground on Congestions in the power grid
curriculumagent
EnSys-Modelling
Energy System Modelling Assginment for TU Delft Course: Electricity and Gas: Market Design and Policy Issues -- Investigating Biddingzone Split in Germany --based on PyOMO
Grid2Op
Grid2Op a testbed platform to model sequential decision making in power systems.
l2rpn-baselines
L2RPN Baselines a repository to host baselines for l2rpn competitions.
morl-baselines
Multi-Objective Reinforcement Learning algorithms implementations.
PyPSA_Playground
Personal Playground for Energy System Modelling with PyPSA
Workshop_AI_for_Intelligent_Energy_Systems
AI for Intelligent Energy Systems Workshop is a three day workshop hosted by TU Delft DAI Lab. The workshop focuses on the applications of NLP/LLM, GNNS and RL in Energy Systems. The code labs in workshop have been provided for interested students and researchers.
thomaslautenb's Repositories
thomaslautenb/ABM
Agent Based Modelling with Python Mesa for Flood adaptation -- coursework for AgentBasedModelling Q2 2023
thomaslautenb/EnSys-Modelling
Energy System Modelling Assginment for TU Delft Course: Electricity and Gas: Market Design and Policy Issues -- Investigating Biddingzone Split in Germany --based on PyOMO
thomaslautenb/PyPSA_Playground
Personal Playground for Energy System Modelling with PyPSA
thomaslautenb/A3C-RL-baseline-agent-for-Grid2Op-environment
This A3C reinforcement learning code is implemented for tensorflow 2.0 and it is focused to demonstrate the implementation of a multi-threading agent (A3C) on [Grid2Op](https://github.com/rte-france/Grid2Op) environment.
thomaslautenb/Congestions
Playground on Congestions in the power grid
thomaslautenb/curriculumagent
thomaslautenb/Grid2Op
Grid2Op a testbed platform to model sequential decision making in power systems.
thomaslautenb/l2rpn-baselines
L2RPN Baselines a repository to host baselines for l2rpn competitions.
thomaslautenb/morl-baselines
Multi-Objective Reinforcement Learning algorithms implementations.
thomaslautenb/Workshop_AI_for_Intelligent_Energy_Systems
AI for Intelligent Energy Systems Workshop is a three day workshop hosted by TU Delft DAI Lab. The workshop focuses on the applications of NLP/LLM, GNNS and RL in Energy Systems. The code labs in workshop have been provided for interested students and researchers.
thomaslautenb/multi-objective-deep-rl
Multi-Objective Deep Reinforcement Learning
thomaslautenb/runPowerNetworks
runPowerNetworksThomas
thomaslautenb/SEN1211-lab
A demonstration repository for using git, writing tests and debugging