Search Results for author: Koen Ponse

Found 4 papers, 3 papers with code

EconoJax: A Fast & Scalable Economic Simulation in Jax

1 code implementation29 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.

reinforcement-learning Reinforcement Learning

Reinforcement Learning for Sustainable Energy: A Survey

no code implementations26 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.

Decision Making reinforcement-learning +5

Using Machine Learning to Detect Rotational Symmetries from Reflectional Symmetries in 2D Images

1 code implementation17 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.

BIG-bench Machine Learning Symmetry Detection

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