1 code implementation • 29 Oct 2024 • Koen Ponse, Aske Plaat, Niki van Stein, Thomas M. Moerland
Accurate economic simulations often require many experimental runs, particularly when combined with reinforcement learning.
no code implementations • 26 Jul 2024 • Koen Ponse, Felix Kleuker, Márton Fejér, Álvaro Serra-Gómez, Aske Plaat, Thomas Moerland
Afterwards, we zoom out and identify overarching reinforcement learning themes that appear throughout sustainability, such as multi-agent, offline, and safe reinforcement learning.
1 code implementation • 17 Nov 2023 • Thomas M. Moerland, Matthias Müller-Brockhausen, Zhao Yang, Andrius Bernatavicius, Koen Ponse, Tom Kouwenhoven, Andreas Sauter, Michiel van der Meer, Bram Renting, Aske Plaat
To solve this issue we introduce EduGym, a set of educational reinforcement learning environments and associated interactive notebooks tailored for education.
1 code implementation • 17 Jan 2022 • Koen Ponse, Anna V. Kononova, Maria Loleyt, Bas van Stein
We demonstrate and analyze the performance of the extended algorithm to detect localised symmetries and the machine learning model to classify rotational symmetries.