Daniel Hein

USING EARTH OBSERVATION TO SUPPORT FIRST AID RESPONSE IN CRISIS SITUATIONS– LESSONS LEARNED FROM THE EARTHQUAKE IN TÜRKIYE/SYRIA (2023)

2023 · ˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences

Abstract. In the early morning hours on Tuesday, February 6, 2023, the southern part of Türkiye was struck by two large and several smaller earthquakes, causing destruction and casualties over a remarkably large area. In …

Workshop Summary: Quantum Machine Learning

2023

Quantum computing (QC) has made significant progress in recent years, and scientists are exploring its applications across various fields, including quantum machine learning (QML).

Why long model-based rollouts are no reason for bad Q-value estimates

2024

This paper explores the use of model-based offline reinforcement learning with long model rollouts.While some literature criticizes this approach due to compounding errors, many practitioners have found success in real-world applications.The paper aims to demonstrate …