ASSUME
An open-source framework for agent-based simulations of European electricity markets, its primary objectives are to ensure usability and customizability for a wide range of users and use cases in the energy system modeling community.
Cite this software
Description
ASSUME is an open-source toolbox for agent-based simulations of European electricity markets, with a primary focus on the German market setup. Developed as an open-source model, its primary objectives are to ensure usability and customizability for a wide range of users and use cases in the energy system modeling community.
The unique feature of the ASSUME tool-box is the integration of Deep Reinforcement Learning methods into the behavioral strategies of market agents. The model offers various predefined agent representations for both the demand and generation sides, which can be used as plug-and-play modules, simplifying the reinforcement of learning strategies. This setup enables research into new market designs and dynamics in energy markets.
Participating organisations
Reference papers
- 1.Author(s): Kim K. Miskiw, Philipp StaudtPublished in 2024 20th International Conference on the European Energy Market (EEM) by IEEE in 2024, page: 1-910.1109/eem60825.2024.10608907
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Mentions
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- 7.Author(s): Kim K. Miskiw, Jan Ludwig, Leo Semmelmann, Christof WeinhardtPublished in Proceedings of the 16th ACM International Conference on Future and Sustainable Energy Systems by ACM in 2025, page: 277-29210.1145/3679240.3734631
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