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Paul Höft

PhD student

My general research interests are classical planning and machine learning.

Classical planning and machine learning

I focus on optimal classical planning and how to combine it with machine learning.

This includes learning admissible heuristics and advancing existing algorithms through online learning and/or dynamic algorithm configuration.

I completed my bachelor's degree in 2018 and my master's degree 2021 in computer science at the University of Basel and joined the RLPLAB in September 2021.


Publications

2024

Paul Höft, David Speck, David Speck, Jendrik Seipp, Florian Pommerening (2024) Versatile Cost Partitioning with Exact Sensitivity Analysis Proceedings of the Thirty-Fourth International Conference on Automated Planning and Scheduling (ICAPS 2024), p. 276-280 (Conference paper)

2023

Paul Höft, David Speck, Jendrik Seipp (2023) Sensitivity Analysis for Saturated Post-hoc Optimization in Classical Planning Proceedings of the 26th European Conference on Artificial Intelligence (ECAI 2023), p. 1044-1051 (Conference paper) Continue to DOI
David Speck, Paul Höft, Daniel Gnad, Jendrik Seipp (2023) Finding Matrix Multiplication Algorithms with Classical Planning Proceedings of the 33rd International Conference on Automated Planning and Scheduling (ICAPS 2023), p. 411-416 (Conference paper)

About the division

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Artificial Intelligence and Integrated Computer Systems (AIICS)

The AIICS division is part of the Department of Computer and Information Science. The division's main focus is research and teaching in artificial intelligence, its theoretical foundations and its applications.

Colleagues at AIICS

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Mathias Ahlgren
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Mohsen Asgari
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David Bergström
PhD student
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Marcel Bollmann
Associate Professor
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Lukas Borggren
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Andreas Bueff
Postdoc
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Sanjay Chakraborty
Postdoc
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Peter Dalenius
Lecturer
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Ibrahim Delibasoglu
Postdoc
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Patrick Doherty
Professor, Head of Unit
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Ehsan Doostmohammadi
PhD student
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Dominik Drexler
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Leif Eriksson
PhD student
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Hoda Fakharzadehjahromy
PhD student
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Johannes Klaus Fichte
Associate Professor
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Martin Forsberg
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Markus Fritzsche
PhD student
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Martin Funkquist
PhD student
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Elliot Gestrin
PhD student
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Kevin Glocker
PhD student
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Daniel Gnad
Assistant Professor
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Christian Gustavsson
PhD student
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Emelie Gustavsson
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Hugo-Henrik Hachem
Postdoc
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Arash Haratian
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Fredrik Heintz
Professor, Head of Division, Head of Unit
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Oskar Holmström
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Leo Jarhede
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Peter Jonsson
Professor, Head of Unit
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Marco Kuhlmann
Deputy Head of Department, Professor, Head of Unit
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Kätriin Kukk
PhD student
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Jenny Kunz
Postdoc
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Jonas Kvarnström
Associate Professor, Docent
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Victor Lagerkvist
Associate Professor, Docent
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Kristina Levina
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Katerina Linden
Postdoc
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Marcus Lång
PhD student
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Mohamed Maizia
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Dennis Malmgren
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Linda Mannila
Senior Associate Visiting Professor
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Damien Van Meerbeeck
PhD student
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PhD student
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Farid Musayev
PhD student
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Mikael Nilsson
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Ulf Nilsson
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Romina Oji
PhD student
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Sebastian Olsson
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George Osipov
Postdoc
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Tommy Persson
Research Engineer
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Piotr Rudol
Research Engineer
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Jendrik Seipp
Senior Associate Professor, Head of Unit
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Md Fahim Sikder
PhD student
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Mika Skjelnes
PhD student
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Amath Sow
PhD student
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Andrzej Szalas
Professor Emeritus
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Mattias Tiger
Postdoc
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Olle Torstensson
PhD student
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Jorke de Vlas
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Axel Wennström
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Emil Wiman
PhD student
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Niklas Wretblad
Technician
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Mariusz Wzorek
Research Engineer

About the department

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Department of Computer and Information Science (IDA)

The Department of Computer and Information Science is one of the largest departments in northern Europe in its field. Research activity covers artificial intelligence, human-computer interaction, software and computer systems, and data science.

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