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Manuel Haussmann
Postdoc, University of Southern Denmark - SDU
Joined
September 2018
Names
Manuel Haussmann
(Preferred)
,
Manuel Haußmann
Emails
****@iwr.uni-heidelberg.de
(Confirmed)
,
****@mailbox.org
(Confirmed)
,
****@aalto.fi
(Confirmed)
,
****@imada.sdu.dk
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Career & Education History
Postdoc
University of Southern Denmark - SDU
(sdu.dk)
2023
–
Present
Postdoc
Aalto University
(aalto.fi)
2021
–
2023
PhD student
Heidelberg University
(uni-heidelberg.de)
2016
–
2021
Advisors, Relations & Conflicts
Postdoc Advisor
Melih Kandemir
2023
–
Present
Coauthor
Tilman Plehn
2020
–
Present
Postdoc Advisor
Harri Lähdesmäki
2021
–
2023
Postdoc Advisor
Samuel Kaski
2021
–
2023
PhD Advisor
Fred A Hamprecht
2016
–
2021
PhD Advisor
Melih Kandemir
2016
–
2021
Expertise
Bayesian statistics
Present
Bayesian deep learning
Present
Probabilistic Machine Learning
Present
Reinforcement Learning
Present
Publications
Distributional Active Inference
Abdullah Akgül
,
Gulcin Baykal
,
Manuel Haussmann
,
Mustafa Mert Çelikok
,
Melih Kandemir
ICML 2026 regular
Readers:
Everyone
Distributional Active Inference
Abdullah Akgül
,
Gulcin Baykal
,
Manuel Haußmann
,
Mustafa Mert Çelikok
,
Melih Kandemir
CoRR 2026
Readers:
Everyone
Overcoming Non-stationary Dynamics with Evidential Proximal Policy Optimization
Abdullah Akgül
,
Gulcin Baykal
,
Manuel Haussmann
,
Melih Kandemir
Accepted by TMLR
Readers:
Everyone
ObjectRL: An Object-Oriented Reinforcement Learning Codebase
Gulcin Baykal
,
Abdullah Akgül
,
Manuel Haussmann
,
Bahareh Tasdighi
,
Nicklas Werge
,
Yi-Shan Wu
,
Melih Kandemir
CoRR 2025
Readers:
Everyone
Deep Actor-Critics with Tight Risk Certificates
Bahareh Tasdighi
,
Manuel Haussmann
,
Yi-Shan Wu
,
Andres R Masegosa
,
Melih Kandemir
EWRL 2025 Poster
Readers:
Everyone
Overcoming Non-stationary Dynamics with Evidential Proximal Policy Optimization
Abdullah Akgül
,
Gulcin Baykal
,
Manuel Haussmann
,
Melih Kandemir
EWRL 2025 Poster
Readers:
Everyone
Deep Actor-Critics with Tight Risk Certificates
Bahareh Tasdighi
,
Manuel Haussmann
,
Yi-Shan Wu
,
Andres R Masegosa
,
Melih Kandemir
Submitted to NeurIPS 2025
Readers:
Everyone
Deep Actor-Critics with Tight Risk Certificates
Bahareh Tasdighi
,
Manuel Haussmann
,
Yi-Shan Wu
,
Andrés R. Masegosa
,
Melih Kandemir
CoRR 2025
Readers:
Everyone
Improving Plasticity in Non-stationary Reinforcement Learning with Evidential Proximal Policy Optimization
Abdullah Akgül
,
Gulcin Baykal
,
Manuel Haußmann
,
Melih Kandemir
CoRR 2025
Readers:
Everyone
Latent mixed-effect models for high-dimensional longitudinal data
Priscilla Ong
,
Manuel Haussmann
,
Otto Lönnroth
,
Harri Lähdesmäki
Accepted by TMLR
Readers:
Everyone
View all 49 publications
Co-Authors
Abdullah Akgül
Andreas Look
Andres R Masegosa
Andrés R. Masegosa
Bahareh Tasdighi
Barbara Rakitsch
Daniel Durstewitz
Daolang Huang
Elke Kirschbaum
Ferran Diego
Fred A. Hamprecht
Gozde Unal
Grégoire Clarté
Gulcin Baykal
Hannah Sonntag
Harri Lähdesmäki
Jeroen van der Laak
Jussi Leinonen
Justus Schneider
Kenny Kazimirzak Brink
Kevin Sebastian Luck
Kumar T. Rajamani
Luigi Acerbi
Maksim Sinelnikov
Marco Bellagente
View all 46 co-authors