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Marius-Constantin Dinu
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 11
Top Topics
Domain Adaptation
Fundamental Issues
Reinforcement Learning
Active Exploration
Top Venues
CoRR
CoLLAs
ICML
ICLR
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Publications
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Marius-Constantin Dinu
,
Claudiu Leoveanu-Condrei
,
Markus Holzleitner
,
Werner Zellinger
,
Sepp Hochreiter
SymbolicAI: A framework for logic-based approaches combining generative models and solvers.
CoRR
(2024)
Marius-Constantin Dinu
,
Markus Holzleitner
,
Maximilian Beck
,
Hoan Duc Nguyen
,
Andrea Huber
,
Hamid Eghbal-zadeh
,
Bernhard Alois Moser
,
Sergei V. Pereverzyev
,
Sepp Hochreiter
,
Werner Zellinger
Addressing Parameter Choice Issues in Unsupervised Domain Adaptation by Aggregation.
CoRR
(2023)
Marius-Constantin Dinu
,
Markus Holzleitner
,
Maximilian Beck
,
Hoan Duc Nguyen
,
Andrea Huber
,
Hamid Eghbal-zadeh
,
Bernhard Alois Moser
,
Sergei V. Pereverzyev
,
Sepp Hochreiter
,
Werner Zellinger
Addressing Parameter Choice Issues in Unsupervised Domain Adaptation by Aggregation.
ICLR
(2023)
Christian Alexander Steinparz
,
Thomas Schmied
,
Fabian Paischer
,
Marius-Constantin Dinu
,
Vihang P. Patil
,
Angela Bitto-Nemling
,
Hamid Eghbal-zadeh
,
Sepp Hochreiter
Reactive Exploration to Cope with Non-Stationarity in Lifelong Reinforcement Learning.
CoRR
(2022)
Kajetan Schweighofer
,
Marius-Constantin Dinu
,
Andreas Radler
,
Markus Hofmarcher
,
Vihang Prakash Patil
,
Angela Bitto-Nemling
,
Hamid Eghbal-zadeh
,
Sepp Hochreiter
A Dataset Perspective on Offline Reinforcement Learning.
CoLLAs
(2022)
Vihang P. Patil
,
Markus Hofmarcher
,
Marius-Constantin Dinu
,
Matthias Dorfer
,
Patrick M. Blies
,
Johannes Brandstetter
,
José Antonio Arjona-Medina
,
Sepp Hochreiter
Align-RUDDER: Learning From Few Demonstrations by Reward Redistribution.
ICML
(2022)
Christian Alexander Steinparz
,
Thomas Schmied
,
Fabian Paischer
,
Marius-Constantin Dinu
,
Vihang Prakash Patil
,
Angela Bitto-Nemling
,
Hamid Eghbal-zadeh
,
Sepp Hochreiter
Reactive Exploration to Cope With Non-Stationarity in Lifelong Reinforcement Learning.
CoLLAs
(2022)
Werner Zellinger
,
Natalia Shepeleva
,
Marius-Constantin Dinu
,
Hamid Eghbal-zadeh
,
Hoan Duc Nguyen
,
Bernhard Nessler
,
Sergei V. Pereverzyev
,
Bernhard Alois Moser
The balancing principle for parameter choice in distance-regularized domain adaptation.
NeurIPS
(2021)
Kajetan Schweighofer
,
Markus Hofmarcher
,
Marius-Constantin Dinu
,
Philipp Renz
,
Angela Bitto-Nemling
,
Vihang P. Patil
,
Sepp Hochreiter
Understanding the Effects of Dataset Characteristics on Offline Reinforcement Learning.
CoRR
(2021)
Marius-Constantin Dinu
,
Markus Hofmarcher
,
Vihang P. Patil
,
Matthias Dorfer
,
Patrick M. Blies
,
Johannes Brandstetter
,
Jose A. Arjona-Medina
,
Sepp Hochreiter
XAI and Strategy Extraction via Reward Redistribution.
xxAI@ICML
(2020)
Vihang P. Patil
,
Markus Hofmarcher
,
Marius-Constantin Dinu
,
Matthias Dorfer
,
Patrick M. Blies
,
Johannes Brandstetter
,
Jose A. Arjona-Medina
,
Sepp Hochreiter
Align-RUDDER: Learning From Few Demonstrations by Reward Redistribution.
CoRR
(2020)