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Jonas Nüßlein
ORCID
Publication Activity (10 Years)
Years Active: 2019-2024
Publications (10 Years): 28
Top Topics
Boltzmann Machines
Black Box
Temporal Coherence
Reinforcement Learning
Top Venues
CoRR
GECCO Companion
QCE
ICCS (5)
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Publications
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Robert Müller
,
Hasan Turalic
,
Thomy Phan
,
Michael Kölle
,
Jonas Nüßlein
,
Claudia Linnhoff-Popien
ClusterComm: Discrete Communication in Decentralized MARL using Internal Representation Clustering.
CoRR
(2024)
Jonas Stein
,
Farbod Chamanian
,
Maximilian Zorn
,
Jonas Nüßlein
,
Sebastian Zielinski
,
Michael Kölle
,
Claudia Linnhoff-Popien
Evidence that PUBO outperforms QUBO when solving continuous optimization problems with the QAOA.
GECCO Companion
(2023)
Thomy Phan
,
Fabian Ritz
,
Jonas Nüßlein
,
Michael Kölle
,
Thomas Gabor
,
Claudia Linnhoff-Popien
Attention-Based Recurrency for Multi-Agent Reinforcement Learning under State Uncertainty.
CoRR
(2023)
Thomy Phan
,
Fabian Ritz
,
Jonas Nüßlein
,
Michael Kölle
,
Thomas Gabor
,
Claudia Linnhoff-Popien
Attention-Based Recurrency for Multi-Agent Reinforcement Learning under State Uncertainty.
AAMAS
(2023)
Jonas Stein
,
Daniëlle Schuman
,
Magdalena Benkard
,
Thomas Holger
,
Wanja Sajko
,
Michael Kölle
,
Jonas Nüßlein
,
Leo Sünkel
,
Olivier Salomon
,
Claudia Linnhoff-Popien
Exploring Unsupervised Anomaly Detection with Quantum Boltzmann Machines in Fraud Detection.
CoRR
(2023)
Jonas Nüßlein
,
Sebastian Zielinski
,
Thomas Gabor
,
Claudia Linnhoff-Popien
,
Sebastian Feld
Solving (Max) 3-SAT via Quadratic Unconstrained Binary Optimization.
ICCS (5)
(2023)
Steffen Illium
,
Gretchen Griffin
,
Michael Kölle
,
Maximilian Zorn
,
Jonas Nüßlein
,
Claudia Linnhoff-Popien
VoronoiPatches: Evaluating a New Data Augmentation Method.
ICAART (3)
(2023)
Philipp Altmann
,
Fabian Ritz
,
Leonard Feuchtinger
,
Jonas Nüßlein
,
Claudia Linnhoff-Popien
,
Thomy Phan
CROP: Towards Distributional-Shift Robust Reinforcement Learning using Compact Reshaped Observation Processing.
CoRR
(2023)
Michael Kölle
,
Felix Topp
,
Thomy Phan
,
Philipp Altmann
,
Jonas Nüßlein
,
Claudia Linnhoff-Popien
Multi-Agent Quantum Reinforcement Learning using Evolutionary Optimization.
CoRR
(2023)
Michael Kölle
,
Steffen Illium
,
Maximilian Zorn
,
Jonas Nüßlein
,
Patrick Suchostawski
,
Claudia Linnhoff-Popien
Improving Primate Sounds Classification Using Binary Presorting for Deep Learning.
DeLTA
(2023)
Medina Bandic
,
Luise Prielinger
,
Jonas Nüßlein
,
Anabel Ovide
,
Santiago Rodrigo
,
Sergi Abadal
,
Hans van Someren
,
Gayane Vardoyan
,
Eduard Alarcón
,
Carmen G. Almudéver
,
Sebastian Feld
Mapping Quantum Circuits to Modular Architectures with QUBO.
QCE
(2023)
Jonas Stein
,
Michael Poppel
,
Philip Adamczyk
,
Ramona Fabry
,
Zixin Wu
,
Michael Kölle
,
Jonas Nüßlein
,
Daniëlle Schuman
,
Philipp Altmann
,
Thomas Ehmer
,
Vijay Narasimhan
,
Claudia Linnhoff-Popien
Quantum Surrogate Modeling for Chemical and Pharmaceutical Development.
CoRR
(2023)
Sebastian Zielinski
,
Jonas Nüßlein
,
Jonas Stein
,
Thomas Gabor
,
Claudia Linnhoff-Popien
,
Sebastian Feld
Influence of Different 3SAT-to-QUBO Transformations on the Solution Quality of Quantum Annealing: A Benchmark Study.
GECCO Companion
(2023)
Jonas Nüßlein
,
Christoph Roch
,
Thomas Gabor
,
Jonas Stein
,
Claudia Linnhoff-Popien
,
Sebastian Feld
Black Box Optimization Using QUBO and the Cross Entropy Method.
ICCS (5)
(2023)
Medina Bandic
,
Luise Prielinger
,
Jonas Nüßlein
,
Anabel Ovide
,
Santiago Rodrigo
,
Sergi Abadal
,
Hans van Someren
,
Gayane Vardoyan
,
Eduard Alarcón
,
Carmen G. Almudéver
,
Sebastian Feld
Mapping quantum circuits to modular architectures with QUBO.
CoRR
(2023)
Philipp Altmann
,
Fabian Ritz
,
Leonard Feuchtinger
,
Jonas Nüßlein
,
Claudia Linnhoff-Popien
,
Thomy Phan
CROP: Towards Distributional-Shift Robust Reinforcement Learning Using Compact Reshaped Observation Processing.
IJCAI
(2023)
Maximilian Balthasar Mansky
,
Jonas Nüßlein
,
David Bucher
,
Daniëlle Schuman
,
Sebastian Zielinski
,
Claudia Linnhoff-Popien
Sampling problems on a Quantum Computer.
QCE
(2023)
Michael Kölle
,
Steffen Illium
,
Maximilian Zorn
,
Jonas Nüßlein
,
Patrick Suchostawski
,
Claudia Linnhoff-Popien
Improving Primate Sounds Classification using Binary Presorting for Deep Learning.
CoRR
(2023)
Jonas Stein
,
Farbod Chamanian
,
Maximilian Zorn
,
Jonas Nüßlein
,
Sebastian Zielinski
,
Michael Kölle
,
Claudia Linnhoff-Popien
Evidence that PUBO outperforms QUBO when solving continuous optimization problems with the QAOA.
CoRR
(2023)
Jonas Nüßlein
,
Sebastian Zielinski
,
Thomas Gabor
,
Claudia Linnhoff-Popien
,
Sebastian Feld
Solving (Max) 3-SAT via Quadratic Unconstrained Binary Optimization.
CoRR
(2023)
Thomy Phan
,
Fabian Ritz
,
Philipp Altmann
,
Maximilian Zorn
,
Jonas Nüßlein
,
Michael Kölle
,
Thomas Gabor
,
Claudia Linnhoff-Popien
Attention-Based Recurrence for Multi-Agent Reinforcement Learning under Stochastic Partial Observability.
ICML
(2023)
Jonas Nüßlein
,
Christoph Roch
,
Thomas Gabor
,
Claudia Linnhoff-Popien
,
Sebastian Feld
Black Box Optimization Using QUBO and the Cross Entropy Method.
CoRR
(2022)
Jonas Nüßlein
,
Steffen Illium
,
Robert Müller
,
Thomas Gabor
,
Claudia Linnhoff-Popien
Case-Based Inverse Reinforcement Learning Using Temporal Coherence.
CoRR
(2022)
Steffen Illium
,
Gretchen Griffin
,
Michael Kölle
,
Maximilian Zorn
,
Jonas Nüßlein
,
Claudia Linnhoff-Popien
VoronoiPatches: Evaluating A New Data Augmentation Method.
CoRR
(2022)
Jonas Nüßlein
,
Thomas Gabor
,
Claudia Linnhoff-Popien
,
Sebastian Feld
Algorithmic QUBO Formulations for k-SAT and Hamiltonian Cycles.
CoRR
(2022)
Jonas Nüßlein
,
Thomas Gabor
,
Claudia Linnhoff-Popien
,
Sebastian Feld
-SAT and hamiltonian cycles.
GECCO Companion
(2022)
Jonas Nüßlein
,
Steffen Illium
,
Robert Müller
,
Thomas Gabor
,
Claudia Linnhoff-Popien
Case-Based Inverse Reinforcement Learning Using Temporal Coherence.
ICCBR
(2022)
Jonas Nüßlein
Most Frequent Itemset Optimization.
CoRR
(2019)