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Constantin A. Rothkopf
Full Professor, Technische Universität Darmstadt
Joined
November 2017
Names
Constantin A. Rothkopf
(Preferred)
,
Constantin Rothkopf
,
Constantin Alexander Rothkopf
Emails
****@fias.uni-frankfurt.de
(Confirmed)
,
****@cogsci.tu-darmstadt.de
(Confirmed)
,
****@psychologie.tu-darmstadt.de
(Confirmed)
,
****@tu-darmstadt.de
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Career & Education History
Full Professor
Technische Universität Darmstadt
(tu-darmstadt.de)
2021
–
Present
Associate Professor
Technische Universität Darmstadt
(tu-darmstadt.de)
2013
–
2021
Postdoc
Goethe University
(fias.uni-frankfurt.de)
2008
–
2013
PhD student
University of Rochester
(rochester.edu)
2003
–
2009
Advisors, Relations & Conflicts
Coauthor
Kristian Kersting
2019
–
Present
Coauthor
Stefan Roth
2019
–
Present
Coauthor
Jan Peters
2016
–
Present
Coauthor
Bertram Shi
2011
–
2014
Postdoc Advisor
Jochen Triesch
2008
–
2010
PhD Advisor
Dana Ballard
2003
–
2009
Expertise
computational psychology
Present
computational cognitive science
Present
inverse reinforcement learning
,
inverse optimal control
Present
Publications
Learning Particle Dynamics Subject to Rigid Body Manipulations Using Graph Neural Networks
Niteesh Midlagajni
,
Constantin A. Rothkopf
LOG 2025 Poster
Readers:
Everyone
Deep Reinforcement Learning Agents are not even close to Human Intelligence
Quentin Delfosse
,
Jannis Blüml
,
Fabian Tatai
,
Théo Vincent
,
Bjarne Gregori
,
Elisabeth Dillies
,
Jan Peters
,
Constantin A. Rothkopf
,
Kristian Kersting
IBRL @ RLC 2025
Readers:
Everyone
Deep Reinforcement Learning Agents are not even close to Human Intelligence
Quentin Delfosse
,
Jannis Blüml
,
Fabian Tatai
,
Théo Vincent
,
Bjarne Gregori
,
Elisabeth Dillies
,
Jan Peters
,
Constantin A. Rothkopf
,
Kristian Kersting
EWRL 2025 Poster
Readers:
Everyone
Fodor and Pylyshyn’s Legacy – Still No Human-like Systematic Compositionality in Neural Networks
Tim Tobiasch
,
Moritz Willig
,
Antonia Wüst
,
Lukas Helff
,
Wolfgang Stammer
,
Constantin A. Rothkopf
,
Kristian Kersting
Submitted to NeurIPS 2025 Position Paper Track
Readers:
Everyone
What do you know? Bayesian knowledge inference for navigating agents
Matthias Schultheis
,
Jana-Sophie Schönfeld
,
Constantin A. Rothkopf
,
Heinz Koeppl
NeurIPS 2025 poster
Readers:
Everyone
Bongard in Wonderland: Visual Puzzles that Still Make AI Go Mad?
Antonia Wüst
,
Tim Tobiasch
,
Lukas Helff
,
Inga Ibs
,
Wolfgang Stammer
,
Devendra Singh Dhami
,
Constantin A. Rothkopf
,
Kristian Kersting
ICML 2025 poster
Readers:
Everyone
Position: Fodor and Pylyshyn's Legacy — Still No Human-like Systematic Compositionality in Neural Networks
Tim Tobiasch
,
Moritz Willig
,
Antonia Wüst
,
Lukas Helff
,
Wolfgang Stammer
,
Constantin A. Rothkopf
,
Kristian Kersting
Submitted to ICML 2025 Position Paper Track
Readers:
Everyone
Inverse decision-making using neural amortized Bayesian actors
Dominik Straub
,
Tobias F. Niehues
,
Jan Peters
,
Constantin A. Rothkopf
ICLR 2025 Poster
Readers:
Everyone
Bongard in Wonderland: Visual Puzzles that Still Make AI Go Mad?
Antonia Wüst
,
Tim Tobiasch
,
Lukas Helff
,
Devendra Singh Dhami
,
Constantin A. Rothkopf
,
Kristian Kersting
Sys2-Reasoning Poster
Readers:
Everyone
Solving Bongard Problems With a Visual Language and Pragmatic Constraints
Stefan Depeweg
,
Constantin A. Rothkopf
,
Frank Jäkel
Cogn. Sci. 2024
Readers:
Everyone
View all 81 publications
Co-Authors
Alap Kshirsagar
Albert Schotschneider
Alexander Fraser
Alina Böhm
Antonia Wüst
Bertram E. Shi
Bjarne Gregori
Björn Deiseroth
Boris Belousov
Britta Wrede
Cem Karaoguz
Christos Dimitrakakis
Cigdem Turan
Claire Ott
Dana H. Ballard
David Hoppe
Devendra Singh Dhami
Dominik Straub
Dorothea Koert
Elisabeth Dillies
Fabian Kessler
Fabian Tatai
Felix Schmitt
Florian Eggenkemper
Florian Kadner
View all 89 co-authors